• It’s absolutely outrageous that Codev specialist Side is teaming up with Savvy Games Group to establish a studio in Riyadh, a move that reeks of political manipulation and a blatant disregard for ethical standards. Why should we support a company wholly owned by Saudi Arabia's state-backed Public Investment Fund, chaired by none other than Prince Mohammed bin Salman? This partnership doesn’t just promote gaming; it promotes a regime that has consistently violated human rights and suppressed freedom of expression. This is not just a business deal; it’s a disgraceful endorsement of tyranny. We need to wake up and recognize that our support fuels these oppressive practices!

    #Codev #SavvyGames #RiyadhStudio #HumanRights #GamingIndustry
    It’s absolutely outrageous that Codev specialist Side is teaming up with Savvy Games Group to establish a studio in Riyadh, a move that reeks of political manipulation and a blatant disregard for ethical standards. Why should we support a company wholly owned by Saudi Arabia's state-backed Public Investment Fund, chaired by none other than Prince Mohammed bin Salman? This partnership doesn’t just promote gaming; it promotes a regime that has consistently violated human rights and suppressed freedom of expression. This is not just a business deal; it’s a disgraceful endorsement of tyranny. We need to wake up and recognize that our support fuels these oppressive practices! #Codev #SavvyGames #RiyadhStudio #HumanRights #GamingIndustry
    Codev specialist Side partners with Savvy Games Group to open Riyadh studio
    Savvy is wholly owned by Saudi Arabia's state-backed Public Investment Fund, which is chaired by Prince Mohammed bin Salman.
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  • Pepsi, oh Pepsi… Quand vas-tu enfin te libérer de ton obsession maladive pour Coca-Cola ? C'est comme si tu étais ce petit frère qui passe son temps à essayer de prouver qu'il peut être aussi cool que l'aîné, mais qui finit par se vautrer dans un soda tiède, à moitié ouvert, et complètement oublié dans le frigo.

    Il serait peut-être temps d'envisager une campagne publicitaire originale. Oui, tu sais, celle qui pourrait faire parler de toi sans avoir besoin de mentionner le nom de ton rival. Il est difficile d'ignorer à quel point tu t'accroches à cette image de seconde zone, comme si tu souhaitais toujours être l'ombre de Coca-Cola. Peut-être que tu devrais envisager de consulter un spécialiste en marketing pour régler cette crise d'identité prolongée ?

    Les consommateurs ne cherchent pas seulement une boisson gazeuse ; ils veulent une expérience. Alors, pourquoi ne pas sortir de l'ombre et proposer quelque chose de vraiment innovant ? Une nouvelle saveur, un packaging audacieux, ou même une histoire qui fasse vibrer les cordes sensibles de ton public ? En fait, tout ce que tu as à faire, c'est d'oser être… toi-même !

    Chaque nouvelle campagne que tu lances semble être une compétition pour voir qui peut copier le mieux Coca-Cola. Nous savons tous que tu es capable de mieux. Peut-être que, juste peut-être, tu pourrais arrêter de te soucier de ce que fait le concurrent et te concentrer sur tes propres forces. Après tout, il y a une raison pour laquelle tant de gens ont tes produits dans leur frigo. Ils t’aiment, mais cela ne veut pas dire qu’ils souhaitent que tu deviennes une simple copie de ton rival.

    Et soyons honnêtes, la dernière fois que tu as essayé d'être original, c'était probablement à l'époque où les téléphones portables avaient encore des antennes rétractables. Il est temps de faire un reset. Laissez de côté les vieilles recettes et les idées éculées. Pensez à quelque chose qui pourrait vraiment marquer les esprits. Les gens adorent les histoires authentiques, pas les copies conformes.

    En attendant, nous continuerons à te regarder, un peu comme on regarde un train qui déraille. C'est fascinant et triste à la fois. Alors, Pepsi, prends un moment pour te regarder dans le miroir et demande-toi : "Suis-je vraiment prêt à sortir de l'ombre de Coca-Cola ?" La réponse pourrait être la clé de ton succès futur.

    #Pepsi #CocaCola #Publicité #Innovation #Marketing
    Pepsi, oh Pepsi… Quand vas-tu enfin te libérer de ton obsession maladive pour Coca-Cola ? C'est comme si tu étais ce petit frère qui passe son temps à essayer de prouver qu'il peut être aussi cool que l'aîné, mais qui finit par se vautrer dans un soda tiède, à moitié ouvert, et complètement oublié dans le frigo. Il serait peut-être temps d'envisager une campagne publicitaire originale. Oui, tu sais, celle qui pourrait faire parler de toi sans avoir besoin de mentionner le nom de ton rival. Il est difficile d'ignorer à quel point tu t'accroches à cette image de seconde zone, comme si tu souhaitais toujours être l'ombre de Coca-Cola. Peut-être que tu devrais envisager de consulter un spécialiste en marketing pour régler cette crise d'identité prolongée ? Les consommateurs ne cherchent pas seulement une boisson gazeuse ; ils veulent une expérience. Alors, pourquoi ne pas sortir de l'ombre et proposer quelque chose de vraiment innovant ? Une nouvelle saveur, un packaging audacieux, ou même une histoire qui fasse vibrer les cordes sensibles de ton public ? En fait, tout ce que tu as à faire, c'est d'oser être… toi-même ! Chaque nouvelle campagne que tu lances semble être une compétition pour voir qui peut copier le mieux Coca-Cola. Nous savons tous que tu es capable de mieux. Peut-être que, juste peut-être, tu pourrais arrêter de te soucier de ce que fait le concurrent et te concentrer sur tes propres forces. Après tout, il y a une raison pour laquelle tant de gens ont tes produits dans leur frigo. Ils t’aiment, mais cela ne veut pas dire qu’ils souhaitent que tu deviennes une simple copie de ton rival. Et soyons honnêtes, la dernière fois que tu as essayé d'être original, c'était probablement à l'époque où les téléphones portables avaient encore des antennes rétractables. Il est temps de faire un reset. Laissez de côté les vieilles recettes et les idées éculées. Pensez à quelque chose qui pourrait vraiment marquer les esprits. Les gens adorent les histoires authentiques, pas les copies conformes. En attendant, nous continuerons à te regarder, un peu comme on regarde un train qui déraille. C'est fascinant et triste à la fois. Alors, Pepsi, prends un moment pour te regarder dans le miroir et demande-toi : "Suis-je vraiment prêt à sortir de l'ombre de Coca-Cola ?" La réponse pourrait être la clé de ton succès futur. #Pepsi #CocaCola #Publicité #Innovation #Marketing
    Pepsi really needs to get over its Coca-Cola obsession
    Is an original ad campaign too much to ask?
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  • Over 8M patient records leaked in healthcare data breach

    Published
    June 15, 2025 10:00am EDT close IPhone users instructed to take immediate action to avoid data breach: 'Urgent threat' Kurt 'The CyberGuy' Knutsson discusses Elon Musk's possible priorities as he exits his role with the White House and explains the urgent warning for iPhone users to update devices after a 'massive security gap.' NEWYou can now listen to Fox News articles!
    In the past decade, healthcare data has become one of the most sought-after targets in cybercrime. From insurers to clinics, every player in the ecosystem handles some form of sensitive information. However, breaches do not always originate from hospitals or health apps. Increasingly, patient data is managed by third-party vendors offering digital services such as scheduling, billing and marketing. One such breach at a digital marketing agency serving dental practices recently exposed approximately 2.7 million patient profiles and more than 8.8 million appointment records.Sign up for my FREE CyberGuy ReportGet my best tech tips, urgent security alerts, and exclusive deals delivered straight to your inbox. Plus, you’ll get instant access to my Ultimate Scam Survival Guide — free when you join. Illustration of a hacker at work  Massive healthcare data leak exposes millions: What you need to knowCybernews researchers have discovered a misconfigured MongoDB database exposing 2.7 million patient profiles and 8.8 million appointment records. The database was publicly accessible online, unprotected by passwords or authentication protocols. Anyone with basic knowledge of database scanning tools could have accessed it.The exposed data included names, birthdates, addresses, emails, phone numbers, gender, chart IDs, language preferences and billing classifications. Appointment records also contained metadata such as timestamps and institutional identifiers.MASSIVE DATA BREACH EXPOSES 184 MILLION PASSWORDS AND LOGINSClues within the data structure point toward Gargle, a Utah-based company that builds websites and offers marketing tools for dental practices. While not a confirmed source, several internal references and system details suggest a strong connection. Gargle provides appointment scheduling, form submission and patient communication services. These functions require access to patient information, making the firm a likely link in the exposure.After the issue was reported, the database was secured. The duration of the exposure remains unknown, and there is no public evidence indicating whether the data was downloaded by malicious actors before being locked down.We reached out to Gargle for a comment but did not hear back before our deadline. A healthcare professional viewing heath data     How healthcare data breaches lead to identity theft and insurance fraudThe exposed data presents a broad risk profile. On its own, a phone number or billing record might seem limited in scope. Combined, however, the dataset forms a complete profile that could be exploited for identity theft, insurance fraud and targeted phishing campaigns.Medical identity theft allows attackers to impersonate patients and access services under a false identity. Victims often remain unaware until significant damage is done, ranging from incorrect medical records to unpaid bills in their names. The leak also opens the door to insurance fraud, with actors using institutional references and chart data to submit false claims.This type of breach raises questions about compliance with the Health Insurance Portability and Accountability Act, which mandates strong security protections for entities handling patient data. Although Gargle is not a healthcare provider, its access to patient-facing infrastructure could place it under the scope of that regulation as a business associate. A healthcare professional working on a laptop  5 ways you can stay safe from healthcare data breachesIf your information was part of the healthcare breach or any similar one, it’s worth taking a few steps to protect yourself.1. Consider identity theft protection services: Since the healthcare data breach exposed personal and financial information, it’s crucial to stay proactive against identity theft. Identity theft protection services offer continuous monitoring of your credit reports, Social Security number and even the dark web to detect if your information is being misused. These services send you real-time alerts about suspicious activity, such as new credit inquiries or attempts to open accounts in your name, helping you act quickly before serious damage occurs. Beyond monitoring, many identity theft protection companies provide dedicated recovery specialists who assist you in resolving fraud issues, disputing unauthorized charges and restoring your identity if it’s compromised. See my tips and best picks on how to protect yourself from identity theft.2. Use personal data removal services: The healthcare data breach leaks loads of information about you, and all this could end up in the public domain, which essentially gives anyone an opportunity to scam you.  One proactive step is to consider personal data removal services, which specialize in continuously monitoring and removing your information from various online databases and websites. While no service promises to remove all your data from the internet, having a removal service is great if you want to constantly monitor and automate the process of removing your information from hundreds of sites continuously over a longer period of time. Check out my top picks for data removal services here. GET FOX BUSINESS ON THE GO BY CLICKING HEREGet a free scan to find out if your personal information is already out on the web3. Have strong antivirus software: Hackers have people’s email addresses and full names, which makes it easy for them to send you a phishing link that installs malware and steals all your data. These messages are socially engineered to catch them, and catching them is nearly impossible if you’re not careful. However, you’re not without defenses.The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have strong antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe. Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android and iOS devices.4. Enable two-factor authentication: While passwords weren’t part of the data breach, you still need to enable two-factor authentication. It gives you an extra layer of security on all your important accounts, including email, banking and social media. 2FA requires you to provide a second piece of information, such as a code sent to your phone, in addition to your password when logging in. This makes it significantly harder for hackers to access your accounts, even if they have your password. Enabling 2FA can greatly reduce the risk of unauthorized access and protect your sensitive data.5. Be wary of mailbox communications: Bad actors may also try to scam you through snail mail. The data leak gives them access to your address. They may impersonate people or brands you know and use themes that require urgent attention, such as missed deliveries, account suspensions and security alerts. Kurt’s key takeawayIf nothing else, this latest leak shows just how poorly patient data is being handled today. More and more, non-medical vendors are getting access to sensitive information without facing the same rules or oversight as hospitals and clinics. These third-party services are now a regular part of how patients book appointments, pay bills or fill out forms. But when something goes wrong, the fallout is just as serious. Even though the database was taken offline, the bigger problem hasn't gone away. Your data is only as safe as the least careful company that gets access to it.CLICK HERE TO GET THE FOX NEWS APPDo you think healthcare companies are investing enough in their cybersecurity infrastructure? Let us know by writing us at Cyberguy.com/ContactFor more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/NewsletterAsk Kurt a question or let us know what stories you'd like us to coverFollow Kurt on his social channelsAnswers to the most asked CyberGuy questions:New from Kurt:Copyright 2025 CyberGuy.com.  All rights reserved.   Kurt "CyberGuy" Knutsson is an award-winning tech journalist who has a deep love of technology, gear and gadgets that make life better with his contributions for Fox News & FOX Business beginning mornings on "FOX & Friends." Got a tech question? Get Kurt’s free CyberGuy Newsletter, share your voice, a story idea or comment at CyberGuy.com.
    #over #patient #records #leaked #healthcare
    Over 8M patient records leaked in healthcare data breach
    Published June 15, 2025 10:00am EDT close IPhone users instructed to take immediate action to avoid data breach: 'Urgent threat' Kurt 'The CyberGuy' Knutsson discusses Elon Musk's possible priorities as he exits his role with the White House and explains the urgent warning for iPhone users to update devices after a 'massive security gap.' NEWYou can now listen to Fox News articles! In the past decade, healthcare data has become one of the most sought-after targets in cybercrime. From insurers to clinics, every player in the ecosystem handles some form of sensitive information. However, breaches do not always originate from hospitals or health apps. Increasingly, patient data is managed by third-party vendors offering digital services such as scheduling, billing and marketing. One such breach at a digital marketing agency serving dental practices recently exposed approximately 2.7 million patient profiles and more than 8.8 million appointment records.Sign up for my FREE CyberGuy ReportGet my best tech tips, urgent security alerts, and exclusive deals delivered straight to your inbox. Plus, you’ll get instant access to my Ultimate Scam Survival Guide — free when you join. Illustration of a hacker at work  Massive healthcare data leak exposes millions: What you need to knowCybernews researchers have discovered a misconfigured MongoDB database exposing 2.7 million patient profiles and 8.8 million appointment records. The database was publicly accessible online, unprotected by passwords or authentication protocols. Anyone with basic knowledge of database scanning tools could have accessed it.The exposed data included names, birthdates, addresses, emails, phone numbers, gender, chart IDs, language preferences and billing classifications. Appointment records also contained metadata such as timestamps and institutional identifiers.MASSIVE DATA BREACH EXPOSES 184 MILLION PASSWORDS AND LOGINSClues within the data structure point toward Gargle, a Utah-based company that builds websites and offers marketing tools for dental practices. While not a confirmed source, several internal references and system details suggest a strong connection. Gargle provides appointment scheduling, form submission and patient communication services. These functions require access to patient information, making the firm a likely link in the exposure.After the issue was reported, the database was secured. The duration of the exposure remains unknown, and there is no public evidence indicating whether the data was downloaded by malicious actors before being locked down.We reached out to Gargle for a comment but did not hear back before our deadline. A healthcare professional viewing heath data     How healthcare data breaches lead to identity theft and insurance fraudThe exposed data presents a broad risk profile. On its own, a phone number or billing record might seem limited in scope. Combined, however, the dataset forms a complete profile that could be exploited for identity theft, insurance fraud and targeted phishing campaigns.Medical identity theft allows attackers to impersonate patients and access services under a false identity. Victims often remain unaware until significant damage is done, ranging from incorrect medical records to unpaid bills in their names. The leak also opens the door to insurance fraud, with actors using institutional references and chart data to submit false claims.This type of breach raises questions about compliance with the Health Insurance Portability and Accountability Act, which mandates strong security protections for entities handling patient data. Although Gargle is not a healthcare provider, its access to patient-facing infrastructure could place it under the scope of that regulation as a business associate. A healthcare professional working on a laptop  5 ways you can stay safe from healthcare data breachesIf your information was part of the healthcare breach or any similar one, it’s worth taking a few steps to protect yourself.1. Consider identity theft protection services: Since the healthcare data breach exposed personal and financial information, it’s crucial to stay proactive against identity theft. Identity theft protection services offer continuous monitoring of your credit reports, Social Security number and even the dark web to detect if your information is being misused. These services send you real-time alerts about suspicious activity, such as new credit inquiries or attempts to open accounts in your name, helping you act quickly before serious damage occurs. Beyond monitoring, many identity theft protection companies provide dedicated recovery specialists who assist you in resolving fraud issues, disputing unauthorized charges and restoring your identity if it’s compromised. See my tips and best picks on how to protect yourself from identity theft.2. Use personal data removal services: The healthcare data breach leaks loads of information about you, and all this could end up in the public domain, which essentially gives anyone an opportunity to scam you.  One proactive step is to consider personal data removal services, which specialize in continuously monitoring and removing your information from various online databases and websites. While no service promises to remove all your data from the internet, having a removal service is great if you want to constantly monitor and automate the process of removing your information from hundreds of sites continuously over a longer period of time. Check out my top picks for data removal services here. GET FOX BUSINESS ON THE GO BY CLICKING HEREGet a free scan to find out if your personal information is already out on the web3. Have strong antivirus software: Hackers have people’s email addresses and full names, which makes it easy for them to send you a phishing link that installs malware and steals all your data. These messages are socially engineered to catch them, and catching them is nearly impossible if you’re not careful. However, you’re not without defenses.The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have strong antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe. Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android and iOS devices.4. Enable two-factor authentication: While passwords weren’t part of the data breach, you still need to enable two-factor authentication. It gives you an extra layer of security on all your important accounts, including email, banking and social media. 2FA requires you to provide a second piece of information, such as a code sent to your phone, in addition to your password when logging in. This makes it significantly harder for hackers to access your accounts, even if they have your password. Enabling 2FA can greatly reduce the risk of unauthorized access and protect your sensitive data.5. Be wary of mailbox communications: Bad actors may also try to scam you through snail mail. The data leak gives them access to your address. They may impersonate people or brands you know and use themes that require urgent attention, such as missed deliveries, account suspensions and security alerts. Kurt’s key takeawayIf nothing else, this latest leak shows just how poorly patient data is being handled today. More and more, non-medical vendors are getting access to sensitive information without facing the same rules or oversight as hospitals and clinics. These third-party services are now a regular part of how patients book appointments, pay bills or fill out forms. But when something goes wrong, the fallout is just as serious. Even though the database was taken offline, the bigger problem hasn't gone away. Your data is only as safe as the least careful company that gets access to it.CLICK HERE TO GET THE FOX NEWS APPDo you think healthcare companies are investing enough in their cybersecurity infrastructure? Let us know by writing us at Cyberguy.com/ContactFor more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/NewsletterAsk Kurt a question or let us know what stories you'd like us to coverFollow Kurt on his social channelsAnswers to the most asked CyberGuy questions:New from Kurt:Copyright 2025 CyberGuy.com.  All rights reserved.   Kurt "CyberGuy" Knutsson is an award-winning tech journalist who has a deep love of technology, gear and gadgets that make life better with his contributions for Fox News & FOX Business beginning mornings on "FOX & Friends." Got a tech question? Get Kurt’s free CyberGuy Newsletter, share your voice, a story idea or comment at CyberGuy.com. #over #patient #records #leaked #healthcare
    WWW.FOXNEWS.COM
    Over 8M patient records leaked in healthcare data breach
    Published June 15, 2025 10:00am EDT close IPhone users instructed to take immediate action to avoid data breach: 'Urgent threat' Kurt 'The CyberGuy' Knutsson discusses Elon Musk's possible priorities as he exits his role with the White House and explains the urgent warning for iPhone users to update devices after a 'massive security gap.' NEWYou can now listen to Fox News articles! In the past decade, healthcare data has become one of the most sought-after targets in cybercrime. From insurers to clinics, every player in the ecosystem handles some form of sensitive information. However, breaches do not always originate from hospitals or health apps. Increasingly, patient data is managed by third-party vendors offering digital services such as scheduling, billing and marketing. One such breach at a digital marketing agency serving dental practices recently exposed approximately 2.7 million patient profiles and more than 8.8 million appointment records.Sign up for my FREE CyberGuy ReportGet my best tech tips, urgent security alerts, and exclusive deals delivered straight to your inbox. Plus, you’ll get instant access to my Ultimate Scam Survival Guide — free when you join. Illustration of a hacker at work   (Kurt "CyberGuy" Knutsson)Massive healthcare data leak exposes millions: What you need to knowCybernews researchers have discovered a misconfigured MongoDB database exposing 2.7 million patient profiles and 8.8 million appointment records. The database was publicly accessible online, unprotected by passwords or authentication protocols. Anyone with basic knowledge of database scanning tools could have accessed it.The exposed data included names, birthdates, addresses, emails, phone numbers, gender, chart IDs, language preferences and billing classifications. Appointment records also contained metadata such as timestamps and institutional identifiers.MASSIVE DATA BREACH EXPOSES 184 MILLION PASSWORDS AND LOGINSClues within the data structure point toward Gargle, a Utah-based company that builds websites and offers marketing tools for dental practices. While not a confirmed source, several internal references and system details suggest a strong connection. Gargle provides appointment scheduling, form submission and patient communication services. These functions require access to patient information, making the firm a likely link in the exposure.After the issue was reported, the database was secured. The duration of the exposure remains unknown, and there is no public evidence indicating whether the data was downloaded by malicious actors before being locked down.We reached out to Gargle for a comment but did not hear back before our deadline. A healthcare professional viewing heath data      (Kurt "CyberGuy" Knutsson)How healthcare data breaches lead to identity theft and insurance fraudThe exposed data presents a broad risk profile. On its own, a phone number or billing record might seem limited in scope. Combined, however, the dataset forms a complete profile that could be exploited for identity theft, insurance fraud and targeted phishing campaigns.Medical identity theft allows attackers to impersonate patients and access services under a false identity. Victims often remain unaware until significant damage is done, ranging from incorrect medical records to unpaid bills in their names. The leak also opens the door to insurance fraud, with actors using institutional references and chart data to submit false claims.This type of breach raises questions about compliance with the Health Insurance Portability and Accountability Act, which mandates strong security protections for entities handling patient data. Although Gargle is not a healthcare provider, its access to patient-facing infrastructure could place it under the scope of that regulation as a business associate. A healthcare professional working on a laptop   (Kurt "CyberGuy" Knutsson)5 ways you can stay safe from healthcare data breachesIf your information was part of the healthcare breach or any similar one, it’s worth taking a few steps to protect yourself.1. Consider identity theft protection services: Since the healthcare data breach exposed personal and financial information, it’s crucial to stay proactive against identity theft. Identity theft protection services offer continuous monitoring of your credit reports, Social Security number and even the dark web to detect if your information is being misused. These services send you real-time alerts about suspicious activity, such as new credit inquiries or attempts to open accounts in your name, helping you act quickly before serious damage occurs. Beyond monitoring, many identity theft protection companies provide dedicated recovery specialists who assist you in resolving fraud issues, disputing unauthorized charges and restoring your identity if it’s compromised. See my tips and best picks on how to protect yourself from identity theft.2. Use personal data removal services: The healthcare data breach leaks loads of information about you, and all this could end up in the public domain, which essentially gives anyone an opportunity to scam you.  One proactive step is to consider personal data removal services, which specialize in continuously monitoring and removing your information from various online databases and websites. While no service promises to remove all your data from the internet, having a removal service is great if you want to constantly monitor and automate the process of removing your information from hundreds of sites continuously over a longer period of time. Check out my top picks for data removal services here. GET FOX BUSINESS ON THE GO BY CLICKING HEREGet a free scan to find out if your personal information is already out on the web3. Have strong antivirus software: Hackers have people’s email addresses and full names, which makes it easy for them to send you a phishing link that installs malware and steals all your data. These messages are socially engineered to catch them, and catching them is nearly impossible if you’re not careful. However, you’re not without defenses.The best way to safeguard yourself from malicious links that install malware, potentially accessing your private information, is to have strong antivirus software installed on all your devices. This protection can also alert you to phishing emails and ransomware scams, keeping your personal information and digital assets safe. Get my picks for the best 2025 antivirus protection winners for your Windows, Mac, Android and iOS devices.4. Enable two-factor authentication: While passwords weren’t part of the data breach, you still need to enable two-factor authentication (2FA). It gives you an extra layer of security on all your important accounts, including email, banking and social media. 2FA requires you to provide a second piece of information, such as a code sent to your phone, in addition to your password when logging in. This makes it significantly harder for hackers to access your accounts, even if they have your password. Enabling 2FA can greatly reduce the risk of unauthorized access and protect your sensitive data.5. Be wary of mailbox communications: Bad actors may also try to scam you through snail mail. The data leak gives them access to your address. They may impersonate people or brands you know and use themes that require urgent attention, such as missed deliveries, account suspensions and security alerts. Kurt’s key takeawayIf nothing else, this latest leak shows just how poorly patient data is being handled today. More and more, non-medical vendors are getting access to sensitive information without facing the same rules or oversight as hospitals and clinics. These third-party services are now a regular part of how patients book appointments, pay bills or fill out forms. But when something goes wrong, the fallout is just as serious. Even though the database was taken offline, the bigger problem hasn't gone away. Your data is only as safe as the least careful company that gets access to it.CLICK HERE TO GET THE FOX NEWS APPDo you think healthcare companies are investing enough in their cybersecurity infrastructure? Let us know by writing us at Cyberguy.com/ContactFor more of my tech tips and security alerts, subscribe to my free CyberGuy Report Newsletter by heading to Cyberguy.com/NewsletterAsk Kurt a question or let us know what stories you'd like us to coverFollow Kurt on his social channelsAnswers to the most asked CyberGuy questions:New from Kurt:Copyright 2025 CyberGuy.com.  All rights reserved.   Kurt "CyberGuy" Knutsson is an award-winning tech journalist who has a deep love of technology, gear and gadgets that make life better with his contributions for Fox News & FOX Business beginning mornings on "FOX & Friends." Got a tech question? Get Kurt’s free CyberGuy Newsletter, share your voice, a story idea or comment at CyberGuy.com.
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  • Aga Khan Award for Architecture 2025 announces 19 shortlisted projects from 15 countries

    html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" ";
    19 shortlisted projects for the 2025 Award cycle were revealed by the Aga Khan Award for Architecture. A portion of the million prize, one of the biggest in architecture, will be awarded to the winning proposals. Out of the 369 projects nominated for the 16th Award Cycle, an independent Master Jury chose the 19 shortlisted projects from 15 countries.The nine members of the Master Jury for the 16th Award cycle include Azra Akšamija, Noura Al-Sayeh Holtrop, Lucia Allais, David Basulto, Yvonne Farrell, Kabage Karanja, Yacouba Konaté, Hassan Radoine, and Mun Summ Wong.His Late Highness Prince Karim Aga Khan IV created the Aga Khan Award for Architecture in 1977 to recognize and promote architectural ideas that effectively meet the needs and goals of communities where Muslims are a major population. Nearly 10,000 construction projects have been documented since the award's inception 48 years ago, and 128 projects have been granted it. The AKAA's selection method places a strong emphasis on architecture that stimulates and responds to people's cultural ambitions in addition to meeting their physical, social, and economic demands.The Aga Khan Award for Architecture is governed by a Steering Committee chaired by His Highness the Aga Khan. The other members of the Steering Committee are Meisa Batayneh, Principal Architect, Founder, maisam architects and engineers, Amman, Jordan; Souleymane Bachir Diagne, Professor of Philosophy and Francophone Studies, Columbia University, New York, United States of America; Lesley Lokko, Founder & Director, African Futures Institute, Accra, Ghana; Gülru Necipoğlu, Director and Professor, Aga Khan Program for Islamic Architecture, Harvard University, Cambridge, United States of America; Hashim Sarkis, Founder & Principal, Hashim Sarkis Studios; Dean, School of Architecture and Planning, Massachusetts Institute of Technology, Cambridge, United States of America; and Sarah M. Whiting, Partner, WW Architecture; Dean and Josep Lluís Sert Professor of Architecture, Graduate School of Design, Harvard University, Cambridge, United States of America. Farrokh Derakhshani is the Director of the Award.Examples of outstanding architecture in the areas of modern design, social housing, community development and enhancement, historic preservation, reuse and area conservation, landscape design, and environmental enhancement are recognized by the Aga Khan Award for Architecture.Building plans that creatively utilize local resources and relevant technologies, as well as initiatives that could spur such initiatives abroad, are given special consideration. It should be mentioned that in addition to honoring architects, the Award also recognizes towns, builders, clients, master craftspeople, and engineers who have contributed significantly to the project.Projects had to be completed between January 1, 2018, and December 31, 2023, and they had to have been operational for a minimum of one year in order to be eligible for consideration in the 2025 Award cycle. The Award is not available for projects that His Highness the Aga Khan or any of the Aga Khan Development Networkinstitutions have commissioned.See the 19 shortlisted projects with their short project descriptions competing for the 2025 Award Cycle:Khudi Bari. Image © Aga Khan Trust for Culture / City SyntaxBangladeshKhudi Bari, in various locations, by Marina Tabassum ArchitectsMarina Tabassum Architects' Khudi Bari, which can be readily disassembled and reassembled to suit the needs of the users, is a replicable solution for displaced communities impacted by geographic and climatic changes.West Wusutu Village Community Centre. Image © Aga Khan Trust for Culture / Dou YujunChinaWest Wusutu Village Community Centre, Hohhot, Inner Mongolia, by Zhang PengjuIn addition to meeting the religious demands of the local Hui Muslims, Zhang Pengju's West Wusutu Village Community Centre in Hohhot, Inner Mongolia, offers social and cultural spaces for locals and artists. Constructed from recycled bricks, it features multipurpose indoor and outdoor areas that promote communal harmony.Revitalisation of Historic Esna. Image © Aga Khan Trust for Culture / Ahmed SalemEgyptRevitalisation of Historic Esna, by Takween Integrated Community DevelopmentBy using physical interventions, socioeconomic projects, and creative urban planning techniques, Takween Integrated Community Development's Revitalization of Historic Esna tackles the issues of cultural tourism in Upper Egypt and turns the once-forgotten area around the Temple of Khnum into a thriving historic city.The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo WidityawanIndonesiaThe Arc at Green School, in Bali, by IBUKU / Elora HardyAfter 15 years of bamboo experimenting at the Green School Bali, IBUKU/Elora Hardy created The Arc at Green School. The Arc is a brand-new community wellness facility built on the foundations of a temporary gym. High-precision engineering and regional handicraft are combined in this construction.Islamic Centre Nurul Yaqin Mosque. Image © Aga Khan Trust for Culture / Andreas Perbowo WidityawanIndonesiaIslamic Centre Nurul Yaqin Mosque, in Palu, Central Sulawesi, by Dave Orlando and Fandy GunawanDave Orlando and Fandy Gunawan built the Islamic Center Nurul Yaqin Mosque in Palu, Central Sulawesi, on the location of a previous mosque that was damaged by a 2018 tsunami. There is a place for worship and assembly at the new Islamic Center. Surrounded by a shallow reflecting pool that may be drained to make room for more guests, it is open to the countryside.Microlibrary Warak Kayu. Image © Aga Khan Trust for Culture / Andreas Perbowo WidityawanIndonesiaMicrolibraries in various cities, by SHAU / Daliana Suryawinata, Florian HeinzelmannFlorian Heinzelmann, the project's initiator, works with stakeholders at all levels to provide high-quality public spaces in a number of Indonesian parks and kampungs through microlibraries in different towns run by SHAU/Daliana Suryawinata. So far, six have been constructed, and by 2045, 100 are planned.Majara Residence. Image © Aga Khan Trust for Culture / Deed StudioIranMajara Complex and Community Redevelopment, in Hormuz Island by ZAV Architects / Mohamadreza GhodousiThe Majara Complex and Community Redevelopment on Hormuz Island, designed by ZAV Architects and Mohamadreza Ghodousi, is well-known for its vibrant domes that offer eco-friendly lodging for visitors visiting Hormuz's distinctive scenery. In addition to providing new amenities for the islanders who visit to socialize, pray, or utilize the library, it was constructed by highly trained local laborers.Jahad Metro Plaza. Image © Aga Khan Trust for Culture / Deed StudioIranJahad Metro Plaza in Tehran, by KA Architecture StudioKA Architecture Studio's Jahad Metro Plaza in Tehran was constructed to replace the dilapidated old buildings. It turned the location into a beloved pedestrian-friendly landmark. The arched vaults, which are covered in locally manufactured brick, vary in height to let air and light into the area they are protecting.Khan Jaljulia Restoration. Image © Aga Khan Trust for Culture / Mikaela BurstowIsraelKhan Jaljulia Restoration in Jaljulia by Elias KhuriElias Khuri's Khan Jaljulia Restoration is a cost-effective intervention set amidst the remnants of a 14th-century Khan in Jaljulia. By converting the abandoned historical location into a bustling public area for social gatherings, it helps the locals rediscover their cultural history.Campus Startup Lions. Image © Aga Khan Trust for Culture / Christopher Wilton-SteerKenyaCampus Startup Lions, in Turkana by Kéré ArchitectsKéré Architecture's Campus Startup Lions in Turkana is an educational and entrepreneurial center that offers a venue for community involvement, business incubation, and technology-driven education. The design incorporates solar energy, rainwater harvesting, and tall ventilation towers that resemble the nearby termite mounds, and it was constructed using local volcanic stone.Lalla Yeddouna Square. Image © Aga Khan Trust for Culture / Amine HouariMoroccoRevitalisation of Lalla Yeddouna Square in the medina of Fez, by Mossessian Architecture and Yassir Khalil StudioMossessian Architecture and Yassir Khalil Studio's revitalization of Lalla Yeddouna Square in the Fez medina aims to improve pedestrian circulation and reestablish a connection to the waterfront. For the benefit of locals, craftspeople, and tourists from around the globe, existing buildings were maintained and new areas created.Vision Pakistan. Image © Aga Khan Trust for Culture / Usman Saqib ZuberiPakistanVision Pakistan, in Islamabad by DB Studios / Mohammad Saifullah SiddiquiA tailoring training center run by Vision Pakistan, a nonprofit organization dedicated to empowering underprivileged adolescents, is located in Islamabad by DB Studios/Mohammad Saifullah Siddiqui. Situated in a crowded neighborhood, this multi-story building features flashy jaalis influenced by Arab and Pakistani crafts, echoing the city's 1960s design.Denso Hall Rahguzar Project. Image © Aga Khan Trust for Culture / Usman Saqib ZuberiPakistanDenso Hall Rahguzar Project, in Karachi by Heritage Foundation Pakistan / Yasmeen LariThe Heritage Foundation of Pakistan/Yasmeen Lari's Denso Hall Rahguzar Project in Karachi is a heritage-led eco-urban enclave that was built with low-carbon materials in response to the city's severe climate, which is prone to heat waves and floods. The freshly planted "forests" are irrigated by the handcrafted terracotta cobbles, which absorb rainfall and cool and purify the air.Wonder Cabinet. Image © Aga Khan Trust for Culture / Mikaela BurstowPalestineWonder Cabinet, in Bethlehem by AAU AnastasThe architects at AAU Anastas established Wonder Cabinet, a multifunctional, nonprofit exhibition and production venue in Bethlehem. The three-story concrete building was constructed with the help of regional contractors and artisans, and it is quickly emerging as a major center for learning, design, craft, and innovation.The Ned. Image © Aga Khan Trust for Culture / Cemal EmdenQatarThe Ned Hotel, in Doha by David Chipperfield ArchitectsThe Ministry of Interior was housed in the Ned Hotel in Doha, which was designed by David Chipperfield Architects. Its Middle Eastern brutalist building was meticulously transformed into a 90-room boutique hotel, thereby promoting architectural revitalization in the region.Shamalat Cultural Centre. Image © Aga Khan Trust for Culture / Hassan Al ShattiSaudi ArabiaShamalat Cultural Centre, in Riyadh, by Syn Architects / Sara Alissa, Nojoud AlsudairiOn the outskirts of Diriyah, the Shamalat Cultural Centre in Riyadh was created by Syn Architects/Sara Alissa, Nojoud Alsudairi. It was created from an old mud home that artist Maha Malluh had renovated. The center, which aims to incorporate historic places into daily life, provides a sensitive viewpoint on heritage conservation in the area by contrasting the old and the contemporary.Rehabilitation and Extension of Dakar Railway Station. Image © Aga Khan Trust for Culture / Sylvain CherkaouiSenegalRehabilitation and Extension of Dakar Railway Station, in Dakar by Ga2DIn order to accommodate the passengers of a new express train line, Ga2D extended and renovated Dakar train Station, which purposefully contrasts the old and modern buildings. The forecourt was once again open to pedestrian traffic after vehicular traffic was limited to the rear of the property.Rami Library. Image © Aga Khan Trust for Culture / Cemal EmdenTürkiyeRami Library, by Han Tümertekin Design & ConsultancyThe largest library in Istanbul is the Rami Library, designed by Han Tümertekin Design & Consultancy. It occupied the former Rami Barracks, a sizable, single-story building with enormous volumes that was constructed in the eighteenth century. In order to accommodate new library operations while maintaining the structure's original spatial features, a minimal intervention method was used.Morocco Pavilion Expo Dubai 2020. Image © Aga Khan Trust for Culture / Deed StudioUnited Arab EmiratesMorocco Pavilion Expo Dubai 2020, by Oualalou + ChoiOualalou + Choi's Morocco Pavilion Expo Dubai 2020 is intended to last beyond Expo 2020 and be transformed into a cultural center. The pavilion is a trailblazer in the development of large-scale rammed earth building techniques. Its use of passive cooling techniques, which minimize the need for mechanical air conditioning, earned it the gold LEED accreditation.At each project location, independent professionals such as architects, conservation specialists, planners, and structural engineers have conducted thorough evaluations of the nominated projects. This summer, the Master Jury convenes once more to analyze the on-site evaluations and choose the ultimate Award winners.The top image in the article: The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan.> via Aga Khan Award for Architecture
    #aga #khan #award #architecture #announces
    Aga Khan Award for Architecture 2025 announces 19 shortlisted projects from 15 countries
    html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "; 19 shortlisted projects for the 2025 Award cycle were revealed by the Aga Khan Award for Architecture. A portion of the million prize, one of the biggest in architecture, will be awarded to the winning proposals. Out of the 369 projects nominated for the 16th Award Cycle, an independent Master Jury chose the 19 shortlisted projects from 15 countries.The nine members of the Master Jury for the 16th Award cycle include Azra Akšamija, Noura Al-Sayeh Holtrop, Lucia Allais, David Basulto, Yvonne Farrell, Kabage Karanja, Yacouba Konaté, Hassan Radoine, and Mun Summ Wong.His Late Highness Prince Karim Aga Khan IV created the Aga Khan Award for Architecture in 1977 to recognize and promote architectural ideas that effectively meet the needs and goals of communities where Muslims are a major population. Nearly 10,000 construction projects have been documented since the award's inception 48 years ago, and 128 projects have been granted it. The AKAA's selection method places a strong emphasis on architecture that stimulates and responds to people's cultural ambitions in addition to meeting their physical, social, and economic demands.The Aga Khan Award for Architecture is governed by a Steering Committee chaired by His Highness the Aga Khan. The other members of the Steering Committee are Meisa Batayneh, Principal Architect, Founder, maisam architects and engineers, Amman, Jordan; Souleymane Bachir Diagne, Professor of Philosophy and Francophone Studies, Columbia University, New York, United States of America; Lesley Lokko, Founder & Director, African Futures Institute, Accra, Ghana; Gülru Necipoğlu, Director and Professor, Aga Khan Program for Islamic Architecture, Harvard University, Cambridge, United States of America; Hashim Sarkis, Founder & Principal, Hashim Sarkis Studios; Dean, School of Architecture and Planning, Massachusetts Institute of Technology, Cambridge, United States of America; and Sarah M. Whiting, Partner, WW Architecture; Dean and Josep Lluís Sert Professor of Architecture, Graduate School of Design, Harvard University, Cambridge, United States of America. Farrokh Derakhshani is the Director of the Award.Examples of outstanding architecture in the areas of modern design, social housing, community development and enhancement, historic preservation, reuse and area conservation, landscape design, and environmental enhancement are recognized by the Aga Khan Award for Architecture.Building plans that creatively utilize local resources and relevant technologies, as well as initiatives that could spur such initiatives abroad, are given special consideration. It should be mentioned that in addition to honoring architects, the Award also recognizes towns, builders, clients, master craftspeople, and engineers who have contributed significantly to the project.Projects had to be completed between January 1, 2018, and December 31, 2023, and they had to have been operational for a minimum of one year in order to be eligible for consideration in the 2025 Award cycle. The Award is not available for projects that His Highness the Aga Khan or any of the Aga Khan Development Networkinstitutions have commissioned.See the 19 shortlisted projects with their short project descriptions competing for the 2025 Award Cycle:Khudi Bari. Image © Aga Khan Trust for Culture / City SyntaxBangladeshKhudi Bari, in various locations, by Marina Tabassum ArchitectsMarina Tabassum Architects' Khudi Bari, which can be readily disassembled and reassembled to suit the needs of the users, is a replicable solution for displaced communities impacted by geographic and climatic changes.West Wusutu Village Community Centre. Image © Aga Khan Trust for Culture / Dou YujunChinaWest Wusutu Village Community Centre, Hohhot, Inner Mongolia, by Zhang PengjuIn addition to meeting the religious demands of the local Hui Muslims, Zhang Pengju's West Wusutu Village Community Centre in Hohhot, Inner Mongolia, offers social and cultural spaces for locals and artists. Constructed from recycled bricks, it features multipurpose indoor and outdoor areas that promote communal harmony.Revitalisation of Historic Esna. Image © Aga Khan Trust for Culture / Ahmed SalemEgyptRevitalisation of Historic Esna, by Takween Integrated Community DevelopmentBy using physical interventions, socioeconomic projects, and creative urban planning techniques, Takween Integrated Community Development's Revitalization of Historic Esna tackles the issues of cultural tourism in Upper Egypt and turns the once-forgotten area around the Temple of Khnum into a thriving historic city.The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo WidityawanIndonesiaThe Arc at Green School, in Bali, by IBUKU / Elora HardyAfter 15 years of bamboo experimenting at the Green School Bali, IBUKU/Elora Hardy created The Arc at Green School. The Arc is a brand-new community wellness facility built on the foundations of a temporary gym. High-precision engineering and regional handicraft are combined in this construction.Islamic Centre Nurul Yaqin Mosque. Image © Aga Khan Trust for Culture / Andreas Perbowo WidityawanIndonesiaIslamic Centre Nurul Yaqin Mosque, in Palu, Central Sulawesi, by Dave Orlando and Fandy GunawanDave Orlando and Fandy Gunawan built the Islamic Center Nurul Yaqin Mosque in Palu, Central Sulawesi, on the location of a previous mosque that was damaged by a 2018 tsunami. There is a place for worship and assembly at the new Islamic Center. Surrounded by a shallow reflecting pool that may be drained to make room for more guests, it is open to the countryside.Microlibrary Warak Kayu. Image © Aga Khan Trust for Culture / Andreas Perbowo WidityawanIndonesiaMicrolibraries in various cities, by SHAU / Daliana Suryawinata, Florian HeinzelmannFlorian Heinzelmann, the project's initiator, works with stakeholders at all levels to provide high-quality public spaces in a number of Indonesian parks and kampungs through microlibraries in different towns run by SHAU/Daliana Suryawinata. So far, six have been constructed, and by 2045, 100 are planned.Majara Residence. Image © Aga Khan Trust for Culture / Deed StudioIranMajara Complex and Community Redevelopment, in Hormuz Island by ZAV Architects / Mohamadreza GhodousiThe Majara Complex and Community Redevelopment on Hormuz Island, designed by ZAV Architects and Mohamadreza Ghodousi, is well-known for its vibrant domes that offer eco-friendly lodging for visitors visiting Hormuz's distinctive scenery. In addition to providing new amenities for the islanders who visit to socialize, pray, or utilize the library, it was constructed by highly trained local laborers.Jahad Metro Plaza. Image © Aga Khan Trust for Culture / Deed StudioIranJahad Metro Plaza in Tehran, by KA Architecture StudioKA Architecture Studio's Jahad Metro Plaza in Tehran was constructed to replace the dilapidated old buildings. It turned the location into a beloved pedestrian-friendly landmark. The arched vaults, which are covered in locally manufactured brick, vary in height to let air and light into the area they are protecting.Khan Jaljulia Restoration. Image © Aga Khan Trust for Culture / Mikaela BurstowIsraelKhan Jaljulia Restoration in Jaljulia by Elias KhuriElias Khuri's Khan Jaljulia Restoration is a cost-effective intervention set amidst the remnants of a 14th-century Khan in Jaljulia. By converting the abandoned historical location into a bustling public area for social gatherings, it helps the locals rediscover their cultural history.Campus Startup Lions. Image © Aga Khan Trust for Culture / Christopher Wilton-SteerKenyaCampus Startup Lions, in Turkana by Kéré ArchitectsKéré Architecture's Campus Startup Lions in Turkana is an educational and entrepreneurial center that offers a venue for community involvement, business incubation, and technology-driven education. The design incorporates solar energy, rainwater harvesting, and tall ventilation towers that resemble the nearby termite mounds, and it was constructed using local volcanic stone.Lalla Yeddouna Square. Image © Aga Khan Trust for Culture / Amine HouariMoroccoRevitalisation of Lalla Yeddouna Square in the medina of Fez, by Mossessian Architecture and Yassir Khalil StudioMossessian Architecture and Yassir Khalil Studio's revitalization of Lalla Yeddouna Square in the Fez medina aims to improve pedestrian circulation and reestablish a connection to the waterfront. For the benefit of locals, craftspeople, and tourists from around the globe, existing buildings were maintained and new areas created.Vision Pakistan. Image © Aga Khan Trust for Culture / Usman Saqib ZuberiPakistanVision Pakistan, in Islamabad by DB Studios / Mohammad Saifullah SiddiquiA tailoring training center run by Vision Pakistan, a nonprofit organization dedicated to empowering underprivileged adolescents, is located in Islamabad by DB Studios/Mohammad Saifullah Siddiqui. Situated in a crowded neighborhood, this multi-story building features flashy jaalis influenced by Arab and Pakistani crafts, echoing the city's 1960s design.Denso Hall Rahguzar Project. Image © Aga Khan Trust for Culture / Usman Saqib ZuberiPakistanDenso Hall Rahguzar Project, in Karachi by Heritage Foundation Pakistan / Yasmeen LariThe Heritage Foundation of Pakistan/Yasmeen Lari's Denso Hall Rahguzar Project in Karachi is a heritage-led eco-urban enclave that was built with low-carbon materials in response to the city's severe climate, which is prone to heat waves and floods. The freshly planted "forests" are irrigated by the handcrafted terracotta cobbles, which absorb rainfall and cool and purify the air.Wonder Cabinet. Image © Aga Khan Trust for Culture / Mikaela BurstowPalestineWonder Cabinet, in Bethlehem by AAU AnastasThe architects at AAU Anastas established Wonder Cabinet, a multifunctional, nonprofit exhibition and production venue in Bethlehem. The three-story concrete building was constructed with the help of regional contractors and artisans, and it is quickly emerging as a major center for learning, design, craft, and innovation.The Ned. Image © Aga Khan Trust for Culture / Cemal EmdenQatarThe Ned Hotel, in Doha by David Chipperfield ArchitectsThe Ministry of Interior was housed in the Ned Hotel in Doha, which was designed by David Chipperfield Architects. Its Middle Eastern brutalist building was meticulously transformed into a 90-room boutique hotel, thereby promoting architectural revitalization in the region.Shamalat Cultural Centre. Image © Aga Khan Trust for Culture / Hassan Al ShattiSaudi ArabiaShamalat Cultural Centre, in Riyadh, by Syn Architects / Sara Alissa, Nojoud AlsudairiOn the outskirts of Diriyah, the Shamalat Cultural Centre in Riyadh was created by Syn Architects/Sara Alissa, Nojoud Alsudairi. It was created from an old mud home that artist Maha Malluh had renovated. The center, which aims to incorporate historic places into daily life, provides a sensitive viewpoint on heritage conservation in the area by contrasting the old and the contemporary.Rehabilitation and Extension of Dakar Railway Station. Image © Aga Khan Trust for Culture / Sylvain CherkaouiSenegalRehabilitation and Extension of Dakar Railway Station, in Dakar by Ga2DIn order to accommodate the passengers of a new express train line, Ga2D extended and renovated Dakar train Station, which purposefully contrasts the old and modern buildings. The forecourt was once again open to pedestrian traffic after vehicular traffic was limited to the rear of the property.Rami Library. Image © Aga Khan Trust for Culture / Cemal EmdenTürkiyeRami Library, by Han Tümertekin Design & ConsultancyThe largest library in Istanbul is the Rami Library, designed by Han Tümertekin Design & Consultancy. It occupied the former Rami Barracks, a sizable, single-story building with enormous volumes that was constructed in the eighteenth century. In order to accommodate new library operations while maintaining the structure's original spatial features, a minimal intervention method was used.Morocco Pavilion Expo Dubai 2020. Image © Aga Khan Trust for Culture / Deed StudioUnited Arab EmiratesMorocco Pavilion Expo Dubai 2020, by Oualalou + ChoiOualalou + Choi's Morocco Pavilion Expo Dubai 2020 is intended to last beyond Expo 2020 and be transformed into a cultural center. The pavilion is a trailblazer in the development of large-scale rammed earth building techniques. Its use of passive cooling techniques, which minimize the need for mechanical air conditioning, earned it the gold LEED accreditation.At each project location, independent professionals such as architects, conservation specialists, planners, and structural engineers have conducted thorough evaluations of the nominated projects. This summer, the Master Jury convenes once more to analyze the on-site evaluations and choose the ultimate Award winners.The top image in the article: The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan.> via Aga Khan Award for Architecture #aga #khan #award #architecture #announces
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    Aga Khan Award for Architecture 2025 announces 19 shortlisted projects from 15 countries
    html PUBLIC "-//W3C//DTD HTML 4.0 Transitional//EN" "http://www.w3.org/TR/REC-html40/loose.dtd" 19 shortlisted projects for the 2025 Award cycle were revealed by the Aga Khan Award for Architecture (AKAA). A portion of the $1 million prize, one of the biggest in architecture, will be awarded to the winning proposals. Out of the 369 projects nominated for the 16th Award Cycle (2023-2025), an independent Master Jury chose the 19 shortlisted projects from 15 countries.The nine members of the Master Jury for the 16th Award cycle include Azra Akšamija, Noura Al-Sayeh Holtrop, Lucia Allais, David Basulto, Yvonne Farrell, Kabage Karanja, Yacouba Konaté, Hassan Radoine, and Mun Summ Wong.His Late Highness Prince Karim Aga Khan IV created the Aga Khan Award for Architecture in 1977 to recognize and promote architectural ideas that effectively meet the needs and goals of communities where Muslims are a major population. Nearly 10,000 construction projects have been documented since the award's inception 48 years ago, and 128 projects have been granted it. The AKAA's selection method places a strong emphasis on architecture that stimulates and responds to people's cultural ambitions in addition to meeting their physical, social, and economic demands.The Aga Khan Award for Architecture is governed by a Steering Committee chaired by His Highness the Aga Khan. The other members of the Steering Committee are Meisa Batayneh, Principal Architect, Founder, maisam architects and engineers, Amman, Jordan; Souleymane Bachir Diagne, Professor of Philosophy and Francophone Studies, Columbia University, New York, United States of America; Lesley Lokko, Founder & Director, African Futures Institute, Accra, Ghana; Gülru Necipoğlu, Director and Professor, Aga Khan Program for Islamic Architecture, Harvard University, Cambridge, United States of America; Hashim Sarkis, Founder & Principal, Hashim Sarkis Studios (HSS); Dean, School of Architecture and Planning, Massachusetts Institute of Technology, Cambridge, United States of America; and Sarah M. Whiting, Partner, WW Architecture; Dean and Josep Lluís Sert Professor of Architecture, Graduate School of Design, Harvard University, Cambridge, United States of America. Farrokh Derakhshani is the Director of the Award.Examples of outstanding architecture in the areas of modern design, social housing, community development and enhancement, historic preservation, reuse and area conservation, landscape design, and environmental enhancement are recognized by the Aga Khan Award for Architecture.Building plans that creatively utilize local resources and relevant technologies, as well as initiatives that could spur such initiatives abroad, are given special consideration. It should be mentioned that in addition to honoring architects, the Award also recognizes towns, builders, clients, master craftspeople, and engineers who have contributed significantly to the project.Projects had to be completed between January 1, 2018, and December 31, 2023, and they had to have been operational for a minimum of one year in order to be eligible for consideration in the 2025 Award cycle. The Award is not available for projects that His Highness the Aga Khan or any of the Aga Khan Development Network (AKDN) institutions have commissioned.See the 19 shortlisted projects with their short project descriptions competing for the 2025 Award Cycle:Khudi Bari. Image © Aga Khan Trust for Culture / City Syntax (F. M. Faruque Abdullah Shawon, H. M. Fozla Rabby Apurbo)BangladeshKhudi Bari, in various locations, by Marina Tabassum ArchitectsMarina Tabassum Architects' Khudi Bari, which can be readily disassembled and reassembled to suit the needs of the users, is a replicable solution for displaced communities impacted by geographic and climatic changes.West Wusutu Village Community Centre. Image © Aga Khan Trust for Culture / Dou Yujun (photographer)ChinaWest Wusutu Village Community Centre, Hohhot, Inner Mongolia, by Zhang PengjuIn addition to meeting the religious demands of the local Hui Muslims, Zhang Pengju's West Wusutu Village Community Centre in Hohhot, Inner Mongolia, offers social and cultural spaces for locals and artists. Constructed from recycled bricks, it features multipurpose indoor and outdoor areas that promote communal harmony.Revitalisation of Historic Esna. Image © Aga Khan Trust for Culture / Ahmed Salem (photographer)EgyptRevitalisation of Historic Esna, by Takween Integrated Community DevelopmentBy using physical interventions, socioeconomic projects, and creative urban planning techniques, Takween Integrated Community Development's Revitalization of Historic Esna tackles the issues of cultural tourism in Upper Egypt and turns the once-forgotten area around the Temple of Khnum into a thriving historic city.The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer)IndonesiaThe Arc at Green School, in Bali, by IBUKU / Elora HardyAfter 15 years of bamboo experimenting at the Green School Bali, IBUKU/Elora Hardy created The Arc at Green School. The Arc is a brand-new community wellness facility built on the foundations of a temporary gym. High-precision engineering and regional handicraft are combined in this construction.Islamic Centre Nurul Yaqin Mosque. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer)IndonesiaIslamic Centre Nurul Yaqin Mosque, in Palu, Central Sulawesi, by Dave Orlando and Fandy GunawanDave Orlando and Fandy Gunawan built the Islamic Center Nurul Yaqin Mosque in Palu, Central Sulawesi, on the location of a previous mosque that was damaged by a 2018 tsunami. There is a place for worship and assembly at the new Islamic Center. Surrounded by a shallow reflecting pool that may be drained to make room for more guests, it is open to the countryside.Microlibrary Warak Kayu. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer)IndonesiaMicrolibraries in various cities, by SHAU / Daliana Suryawinata, Florian HeinzelmannFlorian Heinzelmann, the project's initiator, works with stakeholders at all levels to provide high-quality public spaces in a number of Indonesian parks and kampungs through microlibraries in different towns run by SHAU/Daliana Suryawinata. So far, six have been constructed, and by 2045, 100 are planned.Majara Residence. Image © Aga Khan Trust for Culture / Deed Studio (photographer)IranMajara Complex and Community Redevelopment, in Hormuz Island by ZAV Architects / Mohamadreza GhodousiThe Majara Complex and Community Redevelopment on Hormuz Island, designed by ZAV Architects and Mohamadreza Ghodousi, is well-known for its vibrant domes that offer eco-friendly lodging for visitors visiting Hormuz's distinctive scenery. In addition to providing new amenities for the islanders who visit to socialize, pray, or utilize the library, it was constructed by highly trained local laborers.Jahad Metro Plaza. Image © Aga Khan Trust for Culture / Deed Studio (photographer)IranJahad Metro Plaza in Tehran, by KA Architecture StudioKA Architecture Studio's Jahad Metro Plaza in Tehran was constructed to replace the dilapidated old buildings. It turned the location into a beloved pedestrian-friendly landmark. The arched vaults, which are covered in locally manufactured brick, vary in height to let air and light into the area they are protecting.Khan Jaljulia Restoration. Image © Aga Khan Trust for Culture / Mikaela Burstow (photographer)IsraelKhan Jaljulia Restoration in Jaljulia by Elias KhuriElias Khuri's Khan Jaljulia Restoration is a cost-effective intervention set amidst the remnants of a 14th-century Khan in Jaljulia. By converting the abandoned historical location into a bustling public area for social gatherings, it helps the locals rediscover their cultural history.Campus Startup Lions. Image © Aga Khan Trust for Culture / Christopher Wilton-Steer (photographer)KenyaCampus Startup Lions, in Turkana by Kéré ArchitectsKéré Architecture's Campus Startup Lions in Turkana is an educational and entrepreneurial center that offers a venue for community involvement, business incubation, and technology-driven education. The design incorporates solar energy, rainwater harvesting, and tall ventilation towers that resemble the nearby termite mounds, and it was constructed using local volcanic stone.Lalla Yeddouna Square. Image © Aga Khan Trust for Culture / Amine Houari (photographer)MoroccoRevitalisation of Lalla Yeddouna Square in the medina of Fez, by Mossessian Architecture and Yassir Khalil StudioMossessian Architecture and Yassir Khalil Studio's revitalization of Lalla Yeddouna Square in the Fez medina aims to improve pedestrian circulation and reestablish a connection to the waterfront. For the benefit of locals, craftspeople, and tourists from around the globe, existing buildings were maintained and new areas created.Vision Pakistan. Image © Aga Khan Trust for Culture / Usman Saqib Zuberi (photographer)PakistanVision Pakistan, in Islamabad by DB Studios / Mohammad Saifullah SiddiquiA tailoring training center run by Vision Pakistan, a nonprofit organization dedicated to empowering underprivileged adolescents, is located in Islamabad by DB Studios/Mohammad Saifullah Siddiqui. Situated in a crowded neighborhood, this multi-story building features flashy jaalis influenced by Arab and Pakistani crafts, echoing the city's 1960s design.Denso Hall Rahguzar Project. Image © Aga Khan Trust for Culture / Usman Saqib Zuberi (photographer)PakistanDenso Hall Rahguzar Project, in Karachi by Heritage Foundation Pakistan / Yasmeen LariThe Heritage Foundation of Pakistan/Yasmeen Lari's Denso Hall Rahguzar Project in Karachi is a heritage-led eco-urban enclave that was built with low-carbon materials in response to the city's severe climate, which is prone to heat waves and floods. The freshly planted "forests" are irrigated by the handcrafted terracotta cobbles, which absorb rainfall and cool and purify the air.Wonder Cabinet. Image © Aga Khan Trust for Culture / Mikaela Burstow (photographer)PalestineWonder Cabinet, in Bethlehem by AAU AnastasThe architects at AAU Anastas established Wonder Cabinet, a multifunctional, nonprofit exhibition and production venue in Bethlehem. The three-story concrete building was constructed with the help of regional contractors and artisans, and it is quickly emerging as a major center for learning, design, craft, and innovation.The Ned. Image © Aga Khan Trust for Culture / Cemal Emden (photographer)QatarThe Ned Hotel, in Doha by David Chipperfield ArchitectsThe Ministry of Interior was housed in the Ned Hotel in Doha, which was designed by David Chipperfield Architects. Its Middle Eastern brutalist building was meticulously transformed into a 90-room boutique hotel, thereby promoting architectural revitalization in the region.Shamalat Cultural Centre. Image © Aga Khan Trust for Culture / Hassan Al Shatti (photographer)Saudi ArabiaShamalat Cultural Centre, in Riyadh, by Syn Architects / Sara Alissa, Nojoud AlsudairiOn the outskirts of Diriyah, the Shamalat Cultural Centre in Riyadh was created by Syn Architects/Sara Alissa, Nojoud Alsudairi. It was created from an old mud home that artist Maha Malluh had renovated. The center, which aims to incorporate historic places into daily life, provides a sensitive viewpoint on heritage conservation in the area by contrasting the old and the contemporary.Rehabilitation and Extension of Dakar Railway Station. Image © Aga Khan Trust for Culture / Sylvain Cherkaoui (photographer)SenegalRehabilitation and Extension of Dakar Railway Station, in Dakar by Ga2DIn order to accommodate the passengers of a new express train line, Ga2D extended and renovated Dakar train Station, which purposefully contrasts the old and modern buildings. The forecourt was once again open to pedestrian traffic after vehicular traffic was limited to the rear of the property.Rami Library. Image © Aga Khan Trust for Culture / Cemal Emden (photographer)TürkiyeRami Library, by Han Tümertekin Design & ConsultancyThe largest library in Istanbul is the Rami Library, designed by Han Tümertekin Design & Consultancy. It occupied the former Rami Barracks, a sizable, single-story building with enormous volumes that was constructed in the eighteenth century. In order to accommodate new library operations while maintaining the structure's original spatial features, a minimal intervention method was used.Morocco Pavilion Expo Dubai 2020. Image © Aga Khan Trust for Culture / Deed Studio (photographer)United Arab EmiratesMorocco Pavilion Expo Dubai 2020, by Oualalou + ChoiOualalou + Choi's Morocco Pavilion Expo Dubai 2020 is intended to last beyond Expo 2020 and be transformed into a cultural center. The pavilion is a trailblazer in the development of large-scale rammed earth building techniques. Its use of passive cooling techniques, which minimize the need for mechanical air conditioning, earned it the gold LEED accreditation.At each project location, independent professionals such as architects, conservation specialists, planners, and structural engineers have conducted thorough evaluations of the nominated projects. This summer, the Master Jury convenes once more to analyze the on-site evaluations and choose the ultimate Award winners.The top image in the article: The Arc at Green School. Image © Aga Khan Trust for Culture / Andreas Perbowo Widityawan (photographer).> via Aga Khan Award for Architecture
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  • NOSIPHO MAKETO-VAN DEN BRAGT ALTERED HER CAREER PATH TO LAUNCH CHOCOLATE TRIBE

    By TREVOR HOGG

    Images courtesy of Chocolate Tribe.

    Nosipho Maketo-van den Bragt, Owner and CEO, Chocolate Tribe

    After initially pursuing a career as an attorney, Nosipho Maketo-van den Bragt discovered her true calling was to apply her legal knowledge in a more artistic endeavor with her husband, Rob Van den Bragt, who had forged a career as a visual effects supervisor. The couple co-founded Chocolate Tribe, the Johannesburg and Cape Town-based visual effects and animation studio that has done work for Netflix, BBC, Disney and Voltage Pictures.

    “It was following my passion and my passion finding me,” observes Maketo-van den Bragt, Owner and CEO of Chocolate Tribe and Founder of AVIJOZI. “I grew up in Soweto, South Africa, and we had this old-fashioned television. I was always fascinated by how those people got in there to perform and entertain us. Living in the townships, you become the funnel for your parents’ aspirations and dreams. My dad was a judge’s registrar, so he was writing all of the court cases coming up for a judge. My dad would come home and tell us stories of what happened in court. I found this enthralling, funny and sometimes painful because it was about people’s lives. I did law and to some extent still practice it. My legal career and entertainment media careers merged because I fell in love with the storytelling aspect of it all. There are those who say that lawyers are failed actors!”

    Chocolate Tribe hosts what has become the annual AVIJOZI festival with Netflix. AVIJOZI is a two-day, free-access event in Johannesburg focused on Animation/Film, Visual Effects and Interactive Technology. This year’s AVIJOZI is scheduled for September 13-14 in Johannesburg. Photo: Casting Director and Actor Spaces Founder Ayanda Sithebeand friends at AVIJOZI 2024.

    A personal ambition was to find a way to merge married life into a professional partnership. “I never thought that a lawyer and a creative would work together,” admits Maketo-van den Bragt. “However, Rob and I had this great love for watching films together and music; entertainment was the core fabric of our relationship. That was my first gentle schooling into the visual effects and animation content development space. Starting the company was due to both of us being out of work. I had quit my job without any sort of plan B. I actually incorporated Chocolate Tribe as a company without knowing what we would do with it. As time went on, there was a project that we were asked to come to do. The relationship didn’t work out, so Rob and I decided, ‘Okay, it seems like we can do this on our own.’ I’ve read many books about visual effects and animation, and I still do. I attend a lot of festivals. I am connected with a lot of the guys who work in different visual effects spaces because it is all about understanding how it works and, from a business side, how can we leverage all of that information?”

    Chocolate Tribe provided VFX and post-production for Checkers supermarket’s “Planet” ad promoting environmental sustainability. The Chocolate Tribe team pushed photorealism for the ad, creating three fully CG creatures: a polar bear, orangutan and sea turtle.

    With a population of 1.5 billion, there is no shortage of consumers and content creators in Africa. “Nollywood is great because it shows us that even with minimal resources, you can create a whole movement and ecosystem,” Maketo-van den Bragt remarks. “Maybe the question around Nollywood is making sure that the caliber and quality of work is high end and speaks to a global audience. South Africa has the same dynamics. It’s a vibrant traditional film and animation industry that grows in leaps and bounds every year. More and more animation houses are being incorporated or started with CEOs or managing directors in their 20s. There’s also an eagerness to look for different stories which haven’t been told. Africa gives that opportunity to tell stories that ordinary people, for example, in America, have not heard or don’t know about. There’s a huge rise in animation, visual effects and content in general.”

    Rob van den Bragt served as Creative Supervisor and Nosipho Maketo-van den Bragt as Studio Executive for the “Surf Sangoma” episode of the Disney+ series Kizazi Moto: Generation Fire.

    Rob van den Bragt, CCO, and Nosipho Maketo-van den Bragt, CEO, Co-Founders of Chocolate Tribe, in an AVIJOZI planning meeting.

    Stella Gono, Software Developer, working on the Chocolate Tribe website.

    Family photo of the Maketos. Maketo-van de Bragt has two siblings.

    Film tax credits have contributed to The Woman King, Dredd, Safe House, Black Sails and Mission: Impossible – Final Reckoning shooting in South Africa. “People understand principal photography, but there is confusion about animation and visual effects,” Maketo-van den Bragt states. “Rebates pose a challenge because now you have to go above and beyond to explain what you are selling. It’s taken time for the government to realize this is a viable career.” The streamers have had a positive impact. “For the most part, Netflix localizes, and that’s been quite a big hit because it speaks to the demographics and local representation and uplifts talent within those geographical spaces. We did one of the shorts for Disney’s Kizazi Moto: Generation Fire, and there was huge global excitement to that kind of anthology coming from Africa. We’ve worked on a number of collaborations with the U.K., and often that melding of different partners creates a fusion of universality. We need to tell authentic stories, and that authenticity will be dictated by the voices in the writing room.”

    AVIJOZI was established to support the development of local talent in animation, visual effects, film production and gaming. “AVIJOZI stands for Animation Visual Effects Interactive in JOZI,” Maketo-van den Bragt explains. “It is a conference as well as a festival. The conference part is where we have networking sessions, panel discussions and behind-the-scenes presentations to draw the curtain back and show what happens when people create avatars. We want to show the next generation that there is a way to do this magical craft. The festival part is people have film screenings and music as well. We’ve brought in gaming as an integral aspect, which attracts many young people because that’s something they do at an early age. Gaming has become the common sport. AVIJOVI is in its fourth year now. It started when I got irritated by people constantly complaining, ‘Nothing ever happens in Johannesburg in terms of animation and visual effects.’ Nobody wanted to do it. So, I said, ‘I’ll do it.’ I didn’t know what I was getting myself into, and four years later I have lots of gray hair!”

    Rob van den Bragt served as Animation Supervisor/Visual Effects Supervisor and Nosipho Maketo-van den Bragt as an Executive Producer on iNumber Number: Jozi Goldfor Netflix.Mentorship and internship programs have been established with various academic institutions, and while there are times when specific skills are being sought, like rigging, the field of view tends to be much wider. “What we are finding is that the people who have done other disciplines are much more vibrant,” Maketo-van den Bragt states. “Artists don’t always know how to communicate because it’s all in their heads. Sometimes, somebody with a different background can articulate that vision a bit better because they have those other skills. We also find with those who have gone to art school that the range within their artistry and craftsmanship has become a ‘thing.’ When you have mentally traveled where you have done other things, it allows you to be a more well-rounded artist because you can pull references from different walks of life and engage with different topics without being constrained to one thing. We look for people with a plethora of skills and diverse backgrounds. It’s a lot richer as a Chocolate Tribe. There are multiple flavors.”

    South African director/producer/cinematographer and drone cinemtography specialist FC Hamman, Founder of FC Hamman Films, at AVIJOZI 2024.

    There is a particular driving force when it comes to mentoring. “I want to be the mentor I hoped for,” Maketo-van den Bragt remarks. “I have silent mentors in that we didn’t formalize the relationship, but I knew they were my mentors because every time I would encounter an issue, I would be able to call them. One of the people who not only mentored but pushed me into different spaces is Jinko Gotoh, who is part of Women in Animation. She brought me into Women in Animation, and I had never mentored anybody. Here I was, sitting with six women who wanted to know how I was able to build up Chocolate Tribe. I didn’t know how to structure a presentation to tell them about the journey because I had been so focused on the journey. It’s a sense of grit and feeling that I cannot fail because I have a whole community that believes in me. Even when I felt my shoulders sagging, they would be there to say, ‘We need this. Keep it moving.’ This isn’t just about me. I have a whole stream of people who want this to work.”

    Netflix VFX Manager Ben Perry, who oversees Netflix’s VFX strategy across Africa, the Middle East and Europe, at AVIJOZI 2024. Netflix was a partner in AVIJOZI with Chocolate Tribe for three years.

    Zama Mfusi, Founder of IndiLang, and Isabelle Rorke, CEO of Dreamforge Creative and Deputy Chair of Animation SA, at AVIJOZI 2024.

    Numerous unknown factors had to be accounted for, which made predicting how the journey would unfold extremely difficult. “What it looks like and what I expected it to be, you don’t have the full sense of what it would lead to in this situation,” Maketo-van den Bragt states. “I can tell you that there have been moments of absolute joy where I was so excited we got this project or won that award. There are other moments where you feel completely lost and ask yourself, ‘Am I doing the right thing?’ The journey is to have the highs, lows and moments of confusion. I go through it and accept that not every day will be an award-winning day. For the most part, I love this journey. I wanted to be somewhere where there was a purpose. What has been a big highlight is when I’m signing a contract for new employees who are excited about being part of Chocolate Tribe. Also, when you get a new project and it’s exciting, especially from a service or visual effects perspective, we’re constantly looking for that dragon or big creature. It’s about being mesmerizing, epic and awesome.”

    Maketo-van den Bragt has two major career-defining ambitions. “Fostering the next generation of talent and making sure that they are ready to create these amazing stories properly – that is my life work, and relating the African narrative to let the world see the human aspect of who we are because for the longest time we’ve been written out of the stories and narratives.”
    #nosipho #maketovan #den #bragt #altered
    NOSIPHO MAKETO-VAN DEN BRAGT ALTERED HER CAREER PATH TO LAUNCH CHOCOLATE TRIBE
    By TREVOR HOGG Images courtesy of Chocolate Tribe. Nosipho Maketo-van den Bragt, Owner and CEO, Chocolate Tribe After initially pursuing a career as an attorney, Nosipho Maketo-van den Bragt discovered her true calling was to apply her legal knowledge in a more artistic endeavor with her husband, Rob Van den Bragt, who had forged a career as a visual effects supervisor. The couple co-founded Chocolate Tribe, the Johannesburg and Cape Town-based visual effects and animation studio that has done work for Netflix, BBC, Disney and Voltage Pictures. “It was following my passion and my passion finding me,” observes Maketo-van den Bragt, Owner and CEO of Chocolate Tribe and Founder of AVIJOZI. “I grew up in Soweto, South Africa, and we had this old-fashioned television. I was always fascinated by how those people got in there to perform and entertain us. Living in the townships, you become the funnel for your parents’ aspirations and dreams. My dad was a judge’s registrar, so he was writing all of the court cases coming up for a judge. My dad would come home and tell us stories of what happened in court. I found this enthralling, funny and sometimes painful because it was about people’s lives. I did law and to some extent still practice it. My legal career and entertainment media careers merged because I fell in love with the storytelling aspect of it all. There are those who say that lawyers are failed actors!” Chocolate Tribe hosts what has become the annual AVIJOZI festival with Netflix. AVIJOZI is a two-day, free-access event in Johannesburg focused on Animation/Film, Visual Effects and Interactive Technology. This year’s AVIJOZI is scheduled for September 13-14 in Johannesburg. Photo: Casting Director and Actor Spaces Founder Ayanda Sithebeand friends at AVIJOZI 2024. A personal ambition was to find a way to merge married life into a professional partnership. “I never thought that a lawyer and a creative would work together,” admits Maketo-van den Bragt. “However, Rob and I had this great love for watching films together and music; entertainment was the core fabric of our relationship. That was my first gentle schooling into the visual effects and animation content development space. Starting the company was due to both of us being out of work. I had quit my job without any sort of plan B. I actually incorporated Chocolate Tribe as a company without knowing what we would do with it. As time went on, there was a project that we were asked to come to do. The relationship didn’t work out, so Rob and I decided, ‘Okay, it seems like we can do this on our own.’ I’ve read many books about visual effects and animation, and I still do. I attend a lot of festivals. I am connected with a lot of the guys who work in different visual effects spaces because it is all about understanding how it works and, from a business side, how can we leverage all of that information?” Chocolate Tribe provided VFX and post-production for Checkers supermarket’s “Planet” ad promoting environmental sustainability. The Chocolate Tribe team pushed photorealism for the ad, creating three fully CG creatures: a polar bear, orangutan and sea turtle. With a population of 1.5 billion, there is no shortage of consumers and content creators in Africa. “Nollywood is great because it shows us that even with minimal resources, you can create a whole movement and ecosystem,” Maketo-van den Bragt remarks. “Maybe the question around Nollywood is making sure that the caliber and quality of work is high end and speaks to a global audience. South Africa has the same dynamics. It’s a vibrant traditional film and animation industry that grows in leaps and bounds every year. More and more animation houses are being incorporated or started with CEOs or managing directors in their 20s. There’s also an eagerness to look for different stories which haven’t been told. Africa gives that opportunity to tell stories that ordinary people, for example, in America, have not heard or don’t know about. There’s a huge rise in animation, visual effects and content in general.” Rob van den Bragt served as Creative Supervisor and Nosipho Maketo-van den Bragt as Studio Executive for the “Surf Sangoma” episode of the Disney+ series Kizazi Moto: Generation Fire. Rob van den Bragt, CCO, and Nosipho Maketo-van den Bragt, CEO, Co-Founders of Chocolate Tribe, in an AVIJOZI planning meeting. Stella Gono, Software Developer, working on the Chocolate Tribe website. Family photo of the Maketos. Maketo-van de Bragt has two siblings. Film tax credits have contributed to The Woman King, Dredd, Safe House, Black Sails and Mission: Impossible – Final Reckoning shooting in South Africa. “People understand principal photography, but there is confusion about animation and visual effects,” Maketo-van den Bragt states. “Rebates pose a challenge because now you have to go above and beyond to explain what you are selling. It’s taken time for the government to realize this is a viable career.” The streamers have had a positive impact. “For the most part, Netflix localizes, and that’s been quite a big hit because it speaks to the demographics and local representation and uplifts talent within those geographical spaces. We did one of the shorts for Disney’s Kizazi Moto: Generation Fire, and there was huge global excitement to that kind of anthology coming from Africa. We’ve worked on a number of collaborations with the U.K., and often that melding of different partners creates a fusion of universality. We need to tell authentic stories, and that authenticity will be dictated by the voices in the writing room.” AVIJOZI was established to support the development of local talent in animation, visual effects, film production and gaming. “AVIJOZI stands for Animation Visual Effects Interactive in JOZI,” Maketo-van den Bragt explains. “It is a conference as well as a festival. The conference part is where we have networking sessions, panel discussions and behind-the-scenes presentations to draw the curtain back and show what happens when people create avatars. We want to show the next generation that there is a way to do this magical craft. The festival part is people have film screenings and music as well. We’ve brought in gaming as an integral aspect, which attracts many young people because that’s something they do at an early age. Gaming has become the common sport. AVIJOVI is in its fourth year now. It started when I got irritated by people constantly complaining, ‘Nothing ever happens in Johannesburg in terms of animation and visual effects.’ Nobody wanted to do it. So, I said, ‘I’ll do it.’ I didn’t know what I was getting myself into, and four years later I have lots of gray hair!” Rob van den Bragt served as Animation Supervisor/Visual Effects Supervisor and Nosipho Maketo-van den Bragt as an Executive Producer on iNumber Number: Jozi Goldfor Netflix.Mentorship and internship programs have been established with various academic institutions, and while there are times when specific skills are being sought, like rigging, the field of view tends to be much wider. “What we are finding is that the people who have done other disciplines are much more vibrant,” Maketo-van den Bragt states. “Artists don’t always know how to communicate because it’s all in their heads. Sometimes, somebody with a different background can articulate that vision a bit better because they have those other skills. We also find with those who have gone to art school that the range within their artistry and craftsmanship has become a ‘thing.’ When you have mentally traveled where you have done other things, it allows you to be a more well-rounded artist because you can pull references from different walks of life and engage with different topics without being constrained to one thing. We look for people with a plethora of skills and diverse backgrounds. It’s a lot richer as a Chocolate Tribe. There are multiple flavors.” South African director/producer/cinematographer and drone cinemtography specialist FC Hamman, Founder of FC Hamman Films, at AVIJOZI 2024. There is a particular driving force when it comes to mentoring. “I want to be the mentor I hoped for,” Maketo-van den Bragt remarks. “I have silent mentors in that we didn’t formalize the relationship, but I knew they were my mentors because every time I would encounter an issue, I would be able to call them. One of the people who not only mentored but pushed me into different spaces is Jinko Gotoh, who is part of Women in Animation. She brought me into Women in Animation, and I had never mentored anybody. Here I was, sitting with six women who wanted to know how I was able to build up Chocolate Tribe. I didn’t know how to structure a presentation to tell them about the journey because I had been so focused on the journey. It’s a sense of grit and feeling that I cannot fail because I have a whole community that believes in me. Even when I felt my shoulders sagging, they would be there to say, ‘We need this. Keep it moving.’ This isn’t just about me. I have a whole stream of people who want this to work.” Netflix VFX Manager Ben Perry, who oversees Netflix’s VFX strategy across Africa, the Middle East and Europe, at AVIJOZI 2024. Netflix was a partner in AVIJOZI with Chocolate Tribe for three years. Zama Mfusi, Founder of IndiLang, and Isabelle Rorke, CEO of Dreamforge Creative and Deputy Chair of Animation SA, at AVIJOZI 2024. Numerous unknown factors had to be accounted for, which made predicting how the journey would unfold extremely difficult. “What it looks like and what I expected it to be, you don’t have the full sense of what it would lead to in this situation,” Maketo-van den Bragt states. “I can tell you that there have been moments of absolute joy where I was so excited we got this project or won that award. There are other moments where you feel completely lost and ask yourself, ‘Am I doing the right thing?’ The journey is to have the highs, lows and moments of confusion. I go through it and accept that not every day will be an award-winning day. For the most part, I love this journey. I wanted to be somewhere where there was a purpose. What has been a big highlight is when I’m signing a contract for new employees who are excited about being part of Chocolate Tribe. Also, when you get a new project and it’s exciting, especially from a service or visual effects perspective, we’re constantly looking for that dragon or big creature. It’s about being mesmerizing, epic and awesome.” Maketo-van den Bragt has two major career-defining ambitions. “Fostering the next generation of talent and making sure that they are ready to create these amazing stories properly – that is my life work, and relating the African narrative to let the world see the human aspect of who we are because for the longest time we’ve been written out of the stories and narratives.” #nosipho #maketovan #den #bragt #altered
    WWW.VFXVOICE.COM
    NOSIPHO MAKETO-VAN DEN BRAGT ALTERED HER CAREER PATH TO LAUNCH CHOCOLATE TRIBE
    By TREVOR HOGG Images courtesy of Chocolate Tribe. Nosipho Maketo-van den Bragt, Owner and CEO, Chocolate Tribe After initially pursuing a career as an attorney, Nosipho Maketo-van den Bragt discovered her true calling was to apply her legal knowledge in a more artistic endeavor with her husband, Rob Van den Bragt, who had forged a career as a visual effects supervisor. The couple co-founded Chocolate Tribe, the Johannesburg and Cape Town-based visual effects and animation studio that has done work for Netflix, BBC, Disney and Voltage Pictures. “It was following my passion and my passion finding me,” observes Maketo-van den Bragt, Owner and CEO of Chocolate Tribe and Founder of AVIJOZI. “I grew up in Soweto, South Africa, and we had this old-fashioned television. I was always fascinated by how those people got in there to perform and entertain us. Living in the townships, you become the funnel for your parents’ aspirations and dreams. My dad was a judge’s registrar, so he was writing all of the court cases coming up for a judge. My dad would come home and tell us stories of what happened in court. I found this enthralling, funny and sometimes painful because it was about people’s lives. I did law and to some extent still practice it. My legal career and entertainment media careers merged because I fell in love with the storytelling aspect of it all. There are those who say that lawyers are failed actors!” Chocolate Tribe hosts what has become the annual AVIJOZI festival with Netflix. AVIJOZI is a two-day, free-access event in Johannesburg focused on Animation/Film, Visual Effects and Interactive Technology. This year’s AVIJOZI is scheduled for September 13-14 in Johannesburg. Photo: Casting Director and Actor Spaces Founder Ayanda Sithebe (center in black T-shirt) and friends at AVIJOZI 2024. A personal ambition was to find a way to merge married life into a professional partnership. “I never thought that a lawyer and a creative would work together,” admits Maketo-van den Bragt. “However, Rob and I had this great love for watching films together and music; entertainment was the core fabric of our relationship. That was my first gentle schooling into the visual effects and animation content development space. Starting the company was due to both of us being out of work. I had quit my job without any sort of plan B. I actually incorporated Chocolate Tribe as a company without knowing what we would do with it. As time went on, there was a project that we were asked to come to do. The relationship didn’t work out, so Rob and I decided, ‘Okay, it seems like we can do this on our own.’ I’ve read many books about visual effects and animation, and I still do. I attend a lot of festivals. I am connected with a lot of the guys who work in different visual effects spaces because it is all about understanding how it works and, from a business side, how can we leverage all of that information?” Chocolate Tribe provided VFX and post-production for Checkers supermarket’s “Planet” ad promoting environmental sustainability. The Chocolate Tribe team pushed photorealism for the ad, creating three fully CG creatures: a polar bear, orangutan and sea turtle. With a population of 1.5 billion, there is no shortage of consumers and content creators in Africa. “Nollywood is great because it shows us that even with minimal resources, you can create a whole movement and ecosystem,” Maketo-van den Bragt remarks. “Maybe the question around Nollywood is making sure that the caliber and quality of work is high end and speaks to a global audience. South Africa has the same dynamics. It’s a vibrant traditional film and animation industry that grows in leaps and bounds every year. More and more animation houses are being incorporated or started with CEOs or managing directors in their 20s. There’s also an eagerness to look for different stories which haven’t been told. Africa gives that opportunity to tell stories that ordinary people, for example, in America, have not heard or don’t know about. There’s a huge rise in animation, visual effects and content in general.” Rob van den Bragt served as Creative Supervisor and Nosipho Maketo-van den Bragt as Studio Executive for the “Surf Sangoma” episode of the Disney+ series Kizazi Moto: Generation Fire. Rob van den Bragt, CCO, and Nosipho Maketo-van den Bragt, CEO, Co-Founders of Chocolate Tribe, in an AVIJOZI planning meeting. Stella Gono, Software Developer, working on the Chocolate Tribe website. Family photo of the Maketos. Maketo-van de Bragt has two siblings. Film tax credits have contributed to The Woman King, Dredd, Safe House, Black Sails and Mission: Impossible – Final Reckoning shooting in South Africa. “People understand principal photography, but there is confusion about animation and visual effects,” Maketo-van den Bragt states. “Rebates pose a challenge because now you have to go above and beyond to explain what you are selling. It’s taken time for the government to realize this is a viable career.” The streamers have had a positive impact. “For the most part, Netflix localizes, and that’s been quite a big hit because it speaks to the demographics and local representation and uplifts talent within those geographical spaces. We did one of the shorts for Disney’s Kizazi Moto: Generation Fire, and there was huge global excitement to that kind of anthology coming from Africa. We’ve worked on a number of collaborations with the U.K., and often that melding of different partners creates a fusion of universality. We need to tell authentic stories, and that authenticity will be dictated by the voices in the writing room.” AVIJOZI was established to support the development of local talent in animation, visual effects, film production and gaming. “AVIJOZI stands for Animation Visual Effects Interactive in JOZI [nickname for Johannesburg],” Maketo-van den Bragt explains. “It is a conference as well as a festival. The conference part is where we have networking sessions, panel discussions and behind-the-scenes presentations to draw the curtain back and show what happens when people create avatars. We want to show the next generation that there is a way to do this magical craft. The festival part is people have film screenings and music as well. We’ve brought in gaming as an integral aspect, which attracts many young people because that’s something they do at an early age. Gaming has become the common sport. AVIJOVI is in its fourth year now. It started when I got irritated by people constantly complaining, ‘Nothing ever happens in Johannesburg in terms of animation and visual effects.’ Nobody wanted to do it. So, I said, ‘I’ll do it.’ I didn’t know what I was getting myself into, and four years later I have lots of gray hair!” Rob van den Bragt served as Animation Supervisor/Visual Effects Supervisor and Nosipho Maketo-van den Bragt as an Executive Producer on iNumber Number: Jozi Gold (2023) for Netflix. (Image courtesy of Chocolate Tribe and Netflix) Mentorship and internship programs have been established with various academic institutions, and while there are times when specific skills are being sought, like rigging, the field of view tends to be much wider. “What we are finding is that the people who have done other disciplines are much more vibrant,” Maketo-van den Bragt states. “Artists don’t always know how to communicate because it’s all in their heads. Sometimes, somebody with a different background can articulate that vision a bit better because they have those other skills. We also find with those who have gone to art school that the range within their artistry and craftsmanship has become a ‘thing.’ When you have mentally traveled where you have done other things, it allows you to be a more well-rounded artist because you can pull references from different walks of life and engage with different topics without being constrained to one thing. We look for people with a plethora of skills and diverse backgrounds. It’s a lot richer as a Chocolate Tribe. There are multiple flavors.” South African director/producer/cinematographer and drone cinemtography specialist FC Hamman, Founder of FC Hamman Films, at AVIJOZI 2024. There is a particular driving force when it comes to mentoring. “I want to be the mentor I hoped for,” Maketo-van den Bragt remarks. “I have silent mentors in that we didn’t formalize the relationship, but I knew they were my mentors because every time I would encounter an issue, I would be able to call them. One of the people who not only mentored but pushed me into different spaces is Jinko Gotoh, who is part of Women in Animation. She brought me into Women in Animation, and I had never mentored anybody. Here I was, sitting with six women who wanted to know how I was able to build up Chocolate Tribe. I didn’t know how to structure a presentation to tell them about the journey because I had been so focused on the journey. It’s a sense of grit and feeling that I cannot fail because I have a whole community that believes in me. Even when I felt my shoulders sagging, they would be there to say, ‘We need this. Keep it moving.’ This isn’t just about me. I have a whole stream of people who want this to work.” Netflix VFX Manager Ben Perry, who oversees Netflix’s VFX strategy across Africa, the Middle East and Europe, at AVIJOZI 2024. Netflix was a partner in AVIJOZI with Chocolate Tribe for three years. Zama Mfusi, Founder of IndiLang, and Isabelle Rorke, CEO of Dreamforge Creative and Deputy Chair of Animation SA, at AVIJOZI 2024. Numerous unknown factors had to be accounted for, which made predicting how the journey would unfold extremely difficult. “What it looks like and what I expected it to be, you don’t have the full sense of what it would lead to in this situation,” Maketo-van den Bragt states. “I can tell you that there have been moments of absolute joy where I was so excited we got this project or won that award. There are other moments where you feel completely lost and ask yourself, ‘Am I doing the right thing?’ The journey is to have the highs, lows and moments of confusion. I go through it and accept that not every day will be an award-winning day. For the most part, I love this journey. I wanted to be somewhere where there was a purpose. What has been a big highlight is when I’m signing a contract for new employees who are excited about being part of Chocolate Tribe. Also, when you get a new project and it’s exciting, especially from a service or visual effects perspective, we’re constantly looking for that dragon or big creature. It’s about being mesmerizing, epic and awesome.” Maketo-van den Bragt has two major career-defining ambitions. “Fostering the next generation of talent and making sure that they are ready to create these amazing stories properly – that is my life work, and relating the African narrative to let the world see the human aspect of who we are because for the longest time we’ve been written out of the stories and narratives.”
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  • Making a killing: The playful 2D terror of Psycasso®

    A serial killer is stalking the streets, and his murders are a work of art. That’s more or less the premise behind Psycasso®, a tongue-in-cheek 2D pixel art game from Omni Digital Technologies that’s debuting a demo at Steam Next Fest this week, with plans to head into Early Access later this year. Playing as the killer, you get a job and build a life by day, then hunt the streets by night to find and torture victims, paint masterpieces with their blood, then sell them to fund operations.I sat down with lead developer Benjamin Lavender and Omni, designer and producer, to talk about this playfully gory game that gives a classic retro style and a freshtwist.Let’s start with a bit of background about the game.Omni: We wanted to make something that stands out. We know a lot of indie studios are releasing games and the market is ever growing, so we wanted to make something that’s not just fun to play, but catches people’s attention when others tell them about it. We’ve created an open-world pixel art game about an artist who spends his day getting a job, trying to fit into society. Then at nighttime, things take a more sinister turn and he goes around and makes artwork out of his victim's blood.We didn’t want to make it creepy and gory. We kind of wanted it to be cutesy and fun, just to make it ironic. Making it was a big challenge. We basically had to create an entire city with functioning shops and NPCs who have their own lives, their own hobbies. It was a huge challenge.So what does the actual gameplay look like?Omni: There’s a day cycle and a night cycle that breaks up the gameplay. During the day, you can get a job, level up skills, buy properties and furniture upgrades. At nighttime, the lighting completely changes, the vibe completely changes, there’s police on the street and the flow of the game shifts. The idea is that you can kidnap NPCs using a whole bunch of different weapons – guns, throwable grenades, little traps and cool stuff that you can capture people with.Once captured on the street, you can either harvest their blood and body parts there, or buy a specialist room to keep them in a cage and put them in various equipment like hanging chains or torture chairs. The player gets better rewards for harvesting blood and body parts this way.On the flip side, there’s a whole other element to the game where the player is given missions each week from galleries around the city. They come up on your phone menu, and you can accept them and do either portrait or landscape paintings, with all of the painting being done using only shades of red. We've got some nice drip effects and splat sounds to make it feel like you’re painting with blood. Then you can give your creation a name, submit it to a gallery, then it goes into a fake auction, people will bid on the artwork and you get paid and large amount of in-game money so you can then buy upgrades for the home, upgrade painting tools like bigger paint brushes, more selection tools, stuff like that.Ben: There’s definitely nothing like it. And that was the aim, is when you are telling people about it, they’re like, “Oh, okay. Right. We’re not going to forget about this.”

    Let’s dig into the 2D tools you used to create this world.Ben: It’s using the 2D Renderer. The Happy Harvest 2D sample project that you guys made was kind of a big starting point, from a lighting perspective, and doing the normal maps of the 2D and getting the lighting to look nice. Our night system is a very stripped-down, then added-on version of the thing that you guys made. I was particularly interested by its shadows. The building’s shadows aren’t actually shadows – it’s a black light. We tried to recreate that with all of our buildings in the entire open world – so it does look beautiful for a 2D game, if I do say so myself.Can you say a bit about how you’re using AI or procedural generation in NPCs?Ben: I don’t know how many actually made it into the demo to be fair, number-wise. Every single NPC has a unique identity, as in they all have a place of work that they go to on a regular schedule. They have hobbies, they have spots where they prefer to loiter, a park bench or whatever. So you can get to know everyone’s individual lifestyle.So, the old man that lives in the same building as me might love to go to the casino at nighttime or go consistently on a Monday and a Friday, that kind of vibe.It uses the A* Pathfinding Project, because we knew we wanted to have a lot of AIs. We’ve locked off most of the city for the demo, but the actual size of the city is huge. The police mechanics are currently turned off, but there’s 80% police mechanics in there as well. If you punch someone or hurt someone, that’s a crime, and if anyone sees it, they can go and report to the police and then things happen. That’s a feature that’s there but not demo-ready yet.How close would you say you are to a full release?Omni: We should be scheduled for October for early access. By that point we’ll have the stealth mechanics and the policing systems polished and in and get some of the other upcoming features buttoned up. We’re fairly close.Ben: Lots of it’s already done, it’s just turned off for the demo. We don’t want to overwhelm people because there’s just so much for the player to do.Tell me a bit about the paint mechanics – how did you build that?Ben: It is custom. We built it ourselves completely from scratch. But I can't take responsibility for that one – someone else did the whole thing – that was their baby. It is really, really cool though.Omni: It’s got a variety of masking tools, the ability to change opacity and spacing, you can undo, redo. It’s a really fantastic feature that gives people the opportunity to express themselves and make some great art.Ben: And it's gamified, so it doesn’t feel like you’ve just opened up Paint in Windows.Omni: Best of all is when you make a painting, it gets turned into an inventory item so you physically carry it around with you and can sell it or treasure it.What’s the most exciting part of Psycasso for you?Omni: Stunning graphics. I think graphically, it looks really pretty.Ben: Visually, you could look at it and go, “Oh, that’s Psycasso.”Omni: What we’ve done is taken a cozy retro-style game, and we’ve brought modern design, logic, and technology into it. So you're playing what feels like a nostalgic game, but you're getting the experience of a much newer project.Check out the Psycasso demo on Steam, and stay tuned for more NextFest coverage.
    #making #killing #playful #terror #psycasso
    Making a killing: The playful 2D terror of Psycasso®
    A serial killer is stalking the streets, and his murders are a work of art. That’s more or less the premise behind Psycasso®, a tongue-in-cheek 2D pixel art game from Omni Digital Technologies that’s debuting a demo at Steam Next Fest this week, with plans to head into Early Access later this year. Playing as the killer, you get a job and build a life by day, then hunt the streets by night to find and torture victims, paint masterpieces with their blood, then sell them to fund operations.I sat down with lead developer Benjamin Lavender and Omni, designer and producer, to talk about this playfully gory game that gives a classic retro style and a freshtwist.Let’s start with a bit of background about the game.Omni: We wanted to make something that stands out. We know a lot of indie studios are releasing games and the market is ever growing, so we wanted to make something that’s not just fun to play, but catches people’s attention when others tell them about it. We’ve created an open-world pixel art game about an artist who spends his day getting a job, trying to fit into society. Then at nighttime, things take a more sinister turn and he goes around and makes artwork out of his victim's blood.We didn’t want to make it creepy and gory. We kind of wanted it to be cutesy and fun, just to make it ironic. Making it was a big challenge. We basically had to create an entire city with functioning shops and NPCs who have their own lives, their own hobbies. It was a huge challenge.So what does the actual gameplay look like?Omni: There’s a day cycle and a night cycle that breaks up the gameplay. During the day, you can get a job, level up skills, buy properties and furniture upgrades. At nighttime, the lighting completely changes, the vibe completely changes, there’s police on the street and the flow of the game shifts. The idea is that you can kidnap NPCs using a whole bunch of different weapons – guns, throwable grenades, little traps and cool stuff that you can capture people with.Once captured on the street, you can either harvest their blood and body parts there, or buy a specialist room to keep them in a cage and put them in various equipment like hanging chains or torture chairs. The player gets better rewards for harvesting blood and body parts this way.On the flip side, there’s a whole other element to the game where the player is given missions each week from galleries around the city. They come up on your phone menu, and you can accept them and do either portrait or landscape paintings, with all of the painting being done using only shades of red. We've got some nice drip effects and splat sounds to make it feel like you’re painting with blood. Then you can give your creation a name, submit it to a gallery, then it goes into a fake auction, people will bid on the artwork and you get paid and large amount of in-game money so you can then buy upgrades for the home, upgrade painting tools like bigger paint brushes, more selection tools, stuff like that.Ben: There’s definitely nothing like it. And that was the aim, is when you are telling people about it, they’re like, “Oh, okay. Right. We’re not going to forget about this.” Let’s dig into the 2D tools you used to create this world.Ben: It’s using the 2D Renderer. The Happy Harvest 2D sample project that you guys made was kind of a big starting point, from a lighting perspective, and doing the normal maps of the 2D and getting the lighting to look nice. Our night system is a very stripped-down, then added-on version of the thing that you guys made. I was particularly interested by its shadows. The building’s shadows aren’t actually shadows – it’s a black light. We tried to recreate that with all of our buildings in the entire open world – so it does look beautiful for a 2D game, if I do say so myself.Can you say a bit about how you’re using AI or procedural generation in NPCs?Ben: I don’t know how many actually made it into the demo to be fair, number-wise. Every single NPC has a unique identity, as in they all have a place of work that they go to on a regular schedule. They have hobbies, they have spots where they prefer to loiter, a park bench or whatever. So you can get to know everyone’s individual lifestyle.So, the old man that lives in the same building as me might love to go to the casino at nighttime or go consistently on a Monday and a Friday, that kind of vibe.It uses the A* Pathfinding Project, because we knew we wanted to have a lot of AIs. We’ve locked off most of the city for the demo, but the actual size of the city is huge. The police mechanics are currently turned off, but there’s 80% police mechanics in there as well. If you punch someone or hurt someone, that’s a crime, and if anyone sees it, they can go and report to the police and then things happen. That’s a feature that’s there but not demo-ready yet.How close would you say you are to a full release?Omni: We should be scheduled for October for early access. By that point we’ll have the stealth mechanics and the policing systems polished and in and get some of the other upcoming features buttoned up. We’re fairly close.Ben: Lots of it’s already done, it’s just turned off for the demo. We don’t want to overwhelm people because there’s just so much for the player to do.Tell me a bit about the paint mechanics – how did you build that?Ben: It is custom. We built it ourselves completely from scratch. But I can't take responsibility for that one – someone else did the whole thing – that was their baby. It is really, really cool though.Omni: It’s got a variety of masking tools, the ability to change opacity and spacing, you can undo, redo. It’s a really fantastic feature that gives people the opportunity to express themselves and make some great art.Ben: And it's gamified, so it doesn’t feel like you’ve just opened up Paint in Windows.Omni: Best of all is when you make a painting, it gets turned into an inventory item so you physically carry it around with you and can sell it or treasure it.What’s the most exciting part of Psycasso for you?Omni: Stunning graphics. I think graphically, it looks really pretty.Ben: Visually, you could look at it and go, “Oh, that’s Psycasso.”Omni: What we’ve done is taken a cozy retro-style game, and we’ve brought modern design, logic, and technology into it. So you're playing what feels like a nostalgic game, but you're getting the experience of a much newer project.Check out the Psycasso demo on Steam, and stay tuned for more NextFest coverage. #making #killing #playful #terror #psycasso
    UNITY.COM
    Making a killing: The playful 2D terror of Psycasso®
    A serial killer is stalking the streets, and his murders are a work of art. That’s more or less the premise behind Psycasso®, a tongue-in-cheek 2D pixel art game from Omni Digital Technologies that’s debuting a demo at Steam Next Fest this week, with plans to head into Early Access later this year. Playing as the killer, you get a job and build a life by day, then hunt the streets by night to find and torture victims, paint masterpieces with their blood, then sell them to fund operations.I sat down with lead developer Benjamin Lavender and Omni, designer and producer, to talk about this playfully gory game that gives a classic retro style and a fresh (if gruesome) twist.Let’s start with a bit of background about the game.Omni: We wanted to make something that stands out. We know a lot of indie studios are releasing games and the market is ever growing, so we wanted to make something that’s not just fun to play, but catches people’s attention when others tell them about it. We’ve created an open-world pixel art game about an artist who spends his day getting a job, trying to fit into society. Then at nighttime, things take a more sinister turn and he goes around and makes artwork out of his victim's blood.We didn’t want to make it creepy and gory. We kind of wanted it to be cutesy and fun, just to make it ironic. Making it was a big challenge. We basically had to create an entire city with functioning shops and NPCs who have their own lives, their own hobbies. It was a huge challenge.So what does the actual gameplay look like?Omni: There’s a day cycle and a night cycle that breaks up the gameplay. During the day, you can get a job, level up skills, buy properties and furniture upgrades. At nighttime, the lighting completely changes, the vibe completely changes, there’s police on the street and the flow of the game shifts. The idea is that you can kidnap NPCs using a whole bunch of different weapons – guns, throwable grenades, little traps and cool stuff that you can capture people with.Once captured on the street, you can either harvest their blood and body parts there, or buy a specialist room to keep them in a cage and put them in various equipment like hanging chains or torture chairs. The player gets better rewards for harvesting blood and body parts this way.On the flip side, there’s a whole other element to the game where the player is given missions each week from galleries around the city. They come up on your phone menu, and you can accept them and do either portrait or landscape paintings, with all of the painting being done using only shades of red. We've got some nice drip effects and splat sounds to make it feel like you’re painting with blood. Then you can give your creation a name, submit it to a gallery, then it goes into a fake auction, people will bid on the artwork and you get paid and large amount of in-game money so you can then buy upgrades for the home, upgrade painting tools like bigger paint brushes, more selection tools, stuff like that.Ben: There’s definitely nothing like it. And that was the aim, is when you are telling people about it, they’re like, “Oh, okay. Right. We’re not going to forget about this.” Let’s dig into the 2D tools you used to create this world.Ben: It’s using the 2D Renderer. The Happy Harvest 2D sample project that you guys made was kind of a big starting point, from a lighting perspective, and doing the normal maps of the 2D and getting the lighting to look nice. Our night system is a very stripped-down, then added-on version of the thing that you guys made. I was particularly interested by its shadows. The building’s shadows aren’t actually shadows – it’s a black light. We tried to recreate that with all of our buildings in the entire open world – so it does look beautiful for a 2D game, if I do say so myself.Can you say a bit about how you’re using AI or procedural generation in NPCs?Ben: I don’t know how many actually made it into the demo to be fair, number-wise. Every single NPC has a unique identity, as in they all have a place of work that they go to on a regular schedule. They have hobbies, they have spots where they prefer to loiter, a park bench or whatever. So you can get to know everyone’s individual lifestyle.So, the old man that lives in the same building as me might love to go to the casino at nighttime or go consistently on a Monday and a Friday, that kind of vibe.It uses the A* Pathfinding Project, because we knew we wanted to have a lot of AIs. We’ve locked off most of the city for the demo, but the actual size of the city is huge. The police mechanics are currently turned off, but there’s 80% police mechanics in there as well. If you punch someone or hurt someone, that’s a crime, and if anyone sees it, they can go and report to the police and then things happen. That’s a feature that’s there but not demo-ready yet.How close would you say you are to a full release?Omni: We should be scheduled for October for early access. By that point we’ll have the stealth mechanics and the policing systems polished and in and get some of the other upcoming features buttoned up. We’re fairly close.Ben: Lots of it’s already done, it’s just turned off for the demo. We don’t want to overwhelm people because there’s just so much for the player to do.Tell me a bit about the paint mechanics – how did you build that?Ben: It is custom. We built it ourselves completely from scratch. But I can't take responsibility for that one – someone else did the whole thing – that was their baby. It is really, really cool though.Omni: It’s got a variety of masking tools, the ability to change opacity and spacing, you can undo, redo. It’s a really fantastic feature that gives people the opportunity to express themselves and make some great art.Ben: And it's gamified, so it doesn’t feel like you’ve just opened up Paint in Windows.Omni: Best of all is when you make a painting, it gets turned into an inventory item so you physically carry it around with you and can sell it or treasure it.What’s the most exciting part of Psycasso for you?Omni: Stunning graphics. I think graphically, it looks really pretty.Ben: Visually, you could look at it and go, “Oh, that’s Psycasso.”Omni: What we’ve done is taken a cozy retro-style game, and we’ve brought modern design, logic, and technology into it. So you're playing what feels like a nostalgic game, but you're getting the experience of a much newer project.Check out the Psycasso demo on Steam, and stay tuned for more NextFest coverage.
    0 Yorumlar 0 hisse senetleri 0 önizleme
  • How AI is reshaping the future of healthcare and medical research

    Transcript       
    PETER LEE: “In ‘The Little Black Bag,’ a classic science fiction story, a high-tech doctor’s kit of the future is accidentally transported back to the 1950s, into the shaky hands of a washed-up, alcoholic doctor. The ultimate medical tool, it redeems the doctor wielding it, allowing him to practice gratifyingly heroic medicine. … The tale ends badly for the doctor and his treacherous assistant, but it offered a picture of how advanced technology could transform medicine—powerful when it was written nearly 75 years ago and still so today. What would be the Al equivalent of that little black bag? At this moment when new capabilities are emerging, how do we imagine them into medicine?”          
    This is The AI Revolution in Medicine, Revisited. I’m your host, Peter Lee.   
    Shortly after OpenAI’s GPT-4 was publicly released, Carey Goldberg, Dr. Zak Kohane, and I published The AI Revolution in Medicine to help educate the world of healthcare and medical research about the transformative impact this new generative AI technology could have. But because we wrote the book when GPT-4 was still a secret, we had to speculate. Now, two years later, what did we get right, and what did we get wrong?    
    In this series, we’ll talk to clinicians, patients, hospital administrators, and others to understand the reality of AI in the field and where we go from here.  The book passage I read at the top is from “Chapter 10: The Big Black Bag.” 
    In imagining AI in medicine, Carey, Zak, and I included in our book two fictional accounts. In the first, a medical resident consults GPT-4 on her personal phone as the patient in front of her crashes. Within seconds, it offers an alternate response based on recent literature. In the second account, a 90-year-old woman with several chronic conditions is living independently and receiving near-constant medical support from an AI aide.   
    In our conversations with the guests we’ve spoken to so far, we’ve caught a glimpse of these predicted futures, seeing how clinicians and patients are actually using AI today and how developers are leveraging the technology in the healthcare products and services they’re creating. In fact, that first fictional account isn’t so fictional after all, as most of the doctors in the real world actually appear to be using AI at least occasionally—and sometimes much more than occasionally—to help in their daily clinical work. And as for the second fictional account, which is more of a science fiction account, it seems we are indeed on the verge of a new way of delivering and receiving healthcare, though the future is still very much open. 
    As we continue to examine the current state of AI in healthcare and its potential to transform the field, I’m pleased to welcome Bill Gates and Sébastien Bubeck.  
    Bill may be best known as the co-founder of Microsoft, having created the company with his childhood friend Paul Allen in 1975. He’s now the founder of Breakthrough Energy, which aims to advance clean energy innovation, and TerraPower, a company developing groundbreaking nuclear energy and science technologies. He also chairs the world’s largest philanthropic organization, the Gates Foundation, and focuses on solving a variety of health challenges around the globe and here at home. 
    Sébastien is a research lead at OpenAI. He was previously a distinguished scientist, vice president of AI, and a colleague of mine here at Microsoft, where his work included spearheading the development of the family of small language models known as Phi. While at Microsoft, he also coauthored the discussion-provoking 2023 paper “Sparks of Artificial General Intelligence,” which presented the results of early experiments with GPT-4 conducted by a small team from Microsoft Research.     
    Here’s my conversation with Bill Gates and Sébastien Bubeck. 
    LEE: Bill, welcome. 
    BILL GATES: Thank you. 
    LEE: Seb … 
    SÉBASTIEN BUBECK: Yeah. Hi, hi, Peter. Nice to be here. 
    LEE: You know, one of the things that I’ve been doing just to get the conversation warmed up is to talk about origin stories, and what I mean about origin stories is, you know, what was the first contact that you had with large language models or the concept of generative AI that convinced you or made you think that something really important was happening? 
    And so, Bill, I think I’ve heard the story about, you know, the time when the OpenAI folks—Sam Altman, Greg Brockman, and others—showed you something, but could we hear from you what those early encounters were like and what was going through your mind?  
    GATES: Well, I’d been visiting OpenAI soon after it was created to see things like GPT-2 and to see the little arm they had that was trying to match human manipulation and, you know, looking at their games like Dota that they were trying to get as good as human play. And honestly, I didn’t think the language model stuff they were doing, even when they got to GPT-3, would show the ability to learn, you know, in the same sense that a human reads a biology book and is able to take that knowledge and access it not only to pass a test but also to create new medicines. 
    And so my challenge to them was that if their LLM could get a five on the advanced placement biology test, then I would say, OK, it took biologic knowledge and encoded it in an accessible way and that I didn’t expect them to do that very quickly but it would be profound.  
    And it was only about six months after I challenged them to do that, that an early version of GPT-4 they brought up to a dinner at my house, and in fact, it answered most of the questions that night very well. The one it got totally wrong, we were … because it was so good, we kept thinking, Oh, we must be wrong. It turned out it was a math weaknessthat, you know, we later understood that that was an area of, weirdly, of incredible weakness of those early models. But, you know, that was when I realized, OK, the age of cheap intelligence was at its beginning. 
    LEE: Yeah. So I guess it seems like you had something similar to me in that my first encounters, I actually harbored some skepticism. Is it fair to say you were skeptical before that? 
    GATES: Well, the idea that we’ve figured out how to encode and access knowledge in this very deep sense without even understanding the nature of the encoding, … 
    LEE: Right.  
    GATES: … that is a bit weird.  
    LEE: Yeah. 
    GATES: We have an algorithm that creates the computation, but even say, OK, where is the president’s birthday stored in there? Where is this fact stored in there? The fact that even now when we’re playing around, getting a little bit more sense of it, it’s opaque to us what the semantic encoding is, it’s, kind of, amazing to me. I thought the invention of knowledge storage would be an explicit way of encoding knowledge, not an implicit statistical training. 
    LEE: Yeah, yeah. All right. So, Seb, you know, on this same topic, you know, I got—as we say at Microsoft—I got pulled into the tent. 
    BUBECK: Yes.  
    LEE: Because this was a very secret project. And then, um, I had the opportunity to select a small number of researchers in MSRto join and start investigating this thing seriously. And the first person I pulled in was you. 
    BUBECK: Yeah. 
    LEE: And so what were your first encounters? Because I actually don’t remember what happened then. 
    BUBECK: Oh, I remember it very well.My first encounter with GPT-4 was in a meeting with the two of you, actually. But my kind of first contact, the first moment where I realized that something was happening with generative AI, was before that. And I agree with Bill that I also wasn’t too impressed by GPT-3. 
    I though that it was kind of, you know, very naturally mimicking the web, sort of parroting what was written there in a nice way. Still in a way which seemed very impressive. But it wasn’t really intelligent in any way. But shortly after GPT-3, there was a model before GPT-4 that really shocked me, and this was the first image generation model, DALL-E 1. 
    So that was in 2021. And I will forever remember the press release of OpenAI where they had this prompt of an avocado chair and then you had this image of the avocado chair.And what really shocked me is that clearly the model kind of “understood” what is a chair, what is an avocado, and was able to merge those concepts. 
    So this was really, to me, the first moment where I saw some understanding in those models.  
    LEE: So this was, just to get the timing right, that was before I pulled you into the tent. 
    BUBECK: That was before. That was like a year before. 
    LEE: Right.  
    BUBECK: And now I will tell you how, you know, we went from that moment to the meeting with the two of you and GPT-4. 
    So once I saw this kind of understanding, I thought, OK, fine. It understands concept, but it’s still not able to reason. It cannot—as, you know, Bill was saying—it cannot learn from your document. It cannot reason.  
    So I set out to try to prove that. You know, this is what I was in the business of at the time, trying to prove things in mathematics. So I was trying to prove that basically autoregressive transformers could never reason. So I was trying to prove this. And after a year of work, I had something reasonable to show. And so I had the meeting with the two of you, and I had this example where I wanted to say, there is no way that an LLM is going to be able to do x. 
    And then as soon as I … I don’t know if you remember, Bill. But as soon as I said that, you said, oh, but wait a second. I had, you know, the OpenAI crew at my house recently, and they showed me a new model. Why don’t we ask this new model this question?  
    LEE: Yeah.
    BUBECK: And we did, and it solved it on the spot. And that really, honestly, just changed my life. Like, you know, I had been working for a year trying to say that this was impossible. And just right there, it was shown to be possible.  
    LEE:One of the very first things I got interested in—because I was really thinking a lot about healthcare—was healthcare and medicine. 
    And I don’t know if the two of you remember, but I ended up doing a lot of tests. I ran through, you know, step one and step two of the US Medical Licensing Exam. Did a whole bunch of other things. I wrote this big report. It was, you know, I can’t remember … a couple hundred pages.  
    And I needed to share this with someone. I didn’t … there weren’t too many people I could share it with. So I sent, I think, a copy to you, Bill. Sent a copy to you, Seb.  
    I hardly slept for about a week putting that report together. And, yeah, and I kept working on it. But I was far from alone. I think everyone who was in the tent, so to speak, in those early days was going through something pretty similar. All right. So I think … of course, a lot of what I put in the report also ended up being examples that made it into the book. 
    But the main purpose of this conversation isn’t to reminisce aboutor indulge in those reminiscences but to talk about what’s happening in healthcare and medicine. And, you know, as I said, we wrote this book. We did it very, very quickly. Seb, you helped. Bill, you know, you provided a review and some endorsements. 
    But, you know, honestly, we didn’t know what we were talking about because no one had access to this thing. And so we just made a bunch of guesses. So really, the whole thing I wanted to probe with the two of you is, now with two years of experience out in the world, what, you know, what do we think is happening today? 
    You know, is AI actually having an impact, positive or negative, on healthcare and medicine? And what do we now think is going to happen in the next two years, five years, or 10 years? And so I realize it’s a little bit too abstract to just ask it that way. So let me just try to narrow the discussion and guide us a little bit.  
    Um, the kind of administrative and clerical work, paperwork, around healthcare—and we made a lot of guesses about that—that appears to be going well, but, you know, Bill, I know we’ve discussed that sometimes that you think there ought to be a lot more going on. Do you have a viewpoint on how AI is actually finding its way into reducing paperwork? 
    GATES: Well, I’m stunned … I don’t think there should be a patient-doctor meeting where the AI is not sitting in and both transcribing, offering to help with the paperwork, and even making suggestions, although the doctor will be the one, you know, who makes the final decision about the diagnosis and whatever prescription gets done.  
    It’s so helpful. You know, when that patient goes home and their, you know, son who wants to understand what happened has some questions, that AI should be available to continue that conversation. And the way you can improve that experience and streamline things and, you know, involve the people who advise you. I don’t understand why that’s not more adopted, because there you still have the human in the loop making that final decision. 
    But even for, like, follow-up calls to make sure the patient did things, to understand if they have concerns and knowing when to escalate back to the doctor, the benefit is incredible. And, you know, that thing is ready for prime time. That paradigm is ready for prime time, in my view. 
    LEE: Yeah, there are some good products, but it seems like the number one use right now—and we kind of got this from some of the previous guests in previous episodes—is the use of AI just to respond to emails from patients.Does that make sense to you? 
    BUBECK: Yeah. So maybe I want to second what Bill was saying but maybe take a step back first. You know, two years ago, like, the concept of clinical scribes, which is one of the things that we’re talking about right now, it would have sounded, in fact, it sounded two years ago, borderline dangerous. Because everybody was worried about hallucinations. What happened if you have this AI listening in and then it transcribes, you know, something wrong? 
    Now, two years later, I think it’s mostly working. And in fact, it is not yet, you know, fully adopted. You’re right. But it is in production. It is used, you know, in many, many places. So this rate of progress is astounding because it wasn’t obvious that we would be able to overcome those obstacles of hallucination. It’s not to say that hallucinations are fully solved. In the case of the closed system, they are.  
    Now, I think more generally what’s going on in the background is that there is something that we, that certainly I, underestimated, which is this management overhead. So I think the reason why this is not adopted everywhere is really a training and teaching aspect. People need to be taught, like, those systems, how to interact with them. 
    And one example that I really like, a study that recently appeared where they tried to use ChatGPT for diagnosis and they were comparing doctors without and with ChatGPT. And the amazing thing … so this was a set of cases where the accuracy of the doctors alone was around 75%. ChatGPT alone was 90%. So that’s already kind of mind blowing. But then the kicker is that doctors with ChatGPT was 80%.  
    Intelligence alone is not enough. It’s also how it’s presented, how you interact with it. And ChatGPT, it’s an amazing tool. Obviously, I absolutely love it. But it’s not … you don’t want a doctor to have to type in, you know, prompts and use it that way. 
    It should be, as Bill was saying, kind of running continuously in the background, sending you notifications. And you have to be really careful of the rate at which those notifications are being sent. Because if they are too frequent, then the doctor will learn to ignore them. So you have to … all of those things matter, in fact, at least as much as the level of intelligence of the machine. 
    LEE: One of the things I think about, Bill, in that scenario that you described, doctors do some thinking about the patient when they write the note. So, you know, I’m always a little uncertain whether it’s actually … you know, you wouldn’t necessarily want to fully automate this, I don’t think. Or at least there needs to be some prompt to the doctor to make sure that the doctor puts some thought into what happened in the encounter with the patient. Does that make sense to you at all? 
    GATES: At this stage, you know, I’d still put the onus on the doctor to write the conclusions and the summary and not delegate that. 
    The tradeoffs you make a little bit are somewhat dependent on the situation you’re in. If you’re in Africa,
    So, yes, the doctor’s still going to have to do a lot of work, but just the quality of letting the patient and the people around them interact and ask questions and have things explained, that alone is such a quality improvement. It’s mind blowing.  
    LEE: So since you mentioned, you know, Africa—and, of course, this touches on the mission and some of the priorities of the Gates Foundation and this idea of democratization of access to expert medical care—what’s the most interesting stuff going on right now? Are there people and organizations or technologies that are impressing you or that you’re tracking? 
    GATES: Yeah. So the Gates Foundation has given out a lot of grants to people in Africa doing education, agriculture but more healthcare examples than anything. And the way these things start off, they often start out either being patient-centric in a narrow situation, like, OK, I’m a pregnant woman; talk to me. Or, I have infectious disease symptoms; talk to me. Or they’re connected to a health worker where they’re helping that worker get their job done. And we have lots of pilots out, you know, in both of those cases.  
    The dream would be eventually to have the thing the patient consults be so broad that it’s like having a doctor available who understands the local things.  
    LEE: Right.  
    GATES: We’re not there yet. But over the next two or three years, you know, particularly given the worsening financial constraints against African health systems, where the withdrawal of money has been dramatic, you know, figuring out how to take this—what I sometimes call “free intelligence”—and build a quality health system around that, we will have to be more radical in low-income countries than any rich country is ever going to be.  
    LEE: Also, there’s maybe a different regulatory environment, so some of those things maybe are easier? Because right now, I think the world hasn’t figured out how to and whether to regulate, let’s say, an AI that might give a medical diagnosis or write a prescription for a medication. 
    BUBECK: Yeah. I think one issue with this, and it’s also slowing down the deployment of AI in healthcare more generally, is a lack of proper benchmark. Because, you know, you were mentioning the USMLE, for example. That’s a great test to test human beings and their knowledge of healthcare and medicine. But it’s not a great test to give to an AI. 
    It’s not asking the right questions. So finding what are the right questions to test whether an AI system is ready to give diagnosis in a constrained setting, that’s a very, very important direction, which to my surprise, is not yet accelerating at the rate that I was hoping for. 
    LEE: OK, so that gives me an excuse to get more now into the core AI tech because something I’ve discussed with both of you is this issue of what are the right tests. And you both know the very first test I give to any new spin of an LLM is I present a patient, the results—a mythical patient—the results of my physical exam, my mythical physical exam. Maybe some results of some initial labs. And then I present or propose a differential diagnosis. And if you’re not in medicine, a differential diagnosis you can just think of as a prioritized list of the possible diagnoses that fit with all that data. And in that proposed differential, I always intentionally make two mistakes. 
    I make a textbook technical error in one of the possible elements of the differential diagnosis, and I have an error of omission. And, you know, I just want to know, does the LLM understand what I’m talking about? And all the good ones out there do now. But then I want to know, can it spot the errors? And then most importantly, is it willing to tell me I’m wrong, that I’ve made a mistake?  
    That last piece seems really hard for AI today. And so let me ask you first, Seb, because at the time of this taping, of course, there was a new spin of GPT-4o last week that became overly sycophantic. In other words, it was actually prone in that test of mine not only to not tell me I’m wrong, but it actually praised me for the creativity of my differential.What’s up with that? 
    BUBECK: Yeah, I guess it’s a testament to the fact that training those models is still more of an art than a science. So it’s a difficult job. Just to be clear with the audience, we have rolled back thatversion of GPT-4o, so now we don’t have the sycophant version out there. 
    Yeah, no, it’s a really difficult question. It has to do … as you said, it’s very technical. It has to do with the post-training and how, like, where do you nudge the model? So, you know, there is this very classical by now technique called RLHF, where you push the model in the direction of a certain reward model. So the reward model is just telling the model, you know, what behavior is good, what behavior is bad. 
    But this reward model is itself an LLM, and, you know, Bill was saying at the very beginning of the conversation that we don’t really understand how those LLMs deal with concepts like, you know, where is the capital of France located? Things like that. It is the same thing for this reward model. We don’t know why it says that it prefers one output to another, and whether this is correlated with some sycophancy is, you know, something that we discovered basically just now. That if you push too hard in optimization on this reward model, you will get a sycophant model. 
    So it’s kind of … what I’m trying to say is we became too good at what we were doing, and we ended up, in fact, in a trap of the reward model. 
    LEE: I mean, you do want … it’s a difficult balance because you do want models to follow your desires and … 
    BUBECK: It’s a very difficult, very difficult balance. 
    LEE: So this brings up then the following question for me, which is the extent to which we think we’ll need to have specially trained models for things. So let me start with you, Bill. Do you have a point of view on whether we will need to, you know, quote-unquote take AI models to med school? Have them specially trained? Like, if you were going to deploy something to give medical care in underserved parts of the world, do we need to do something special to create those models? 
    GATES: We certainly need to teach them the African languages and the unique dialects so that the multimedia interactions are very high quality. We certainly need to teach them the disease prevalence and unique disease patterns like, you know, neglected tropical diseases and malaria. So we need to gather a set of facts that somebody trying to go for a US customer base, you know, wouldn’t necessarily have that in there. 
    Those two things are actually very straightforward because the additional training time is small. I’d say for the next few years, we’ll also need to do reinforcement learning about the context of being a doctor and how important certain behaviors are. Humans learn over the course of their life to some degree that, I’m in a different context and the way I behave in terms of being willing to criticize or be nice, you know, how important is it? Who’s here? What’s my relationship to them?  
    Right now, these machines don’t have that broad social experience. And so if you know it’s going to be used for health things, a lot of reinforcement learning of the very best humans in that context would still be valuable. Eventually, the models will, having read all the literature of the world about good doctors, bad doctors, it’ll understand as soon as you say, “I want you to be a doctor diagnosing somebody.” All of the implicit reinforcement that fits that situation, you know, will be there.
    LEE: Yeah.
    GATES: And so I hope three years from now, we don’t have to do that reinforcement learning. But today, for any medical context, you would want a lot of data to reinforce tone, willingness to say things when, you know, there might be something significant at stake. 
    LEE: Yeah. So, you know, something Bill said, kind of, reminds me of another thing that I think we missed, which is, the context also … and the specialization also pertains to different, I guess, what we still call “modes,” although I don’t know if the idea of multimodal is the same as it was two years ago. But, you know, what do you make of all of the hubbub around—in fact, within Microsoft Research, this is a big deal, but I think we’re far from alone—you know, medical images and vision, video, proteins and molecules, cell, you know, cellular data and so on. 
    BUBECK: Yeah. OK. So there is a lot to say to everything … to the last, you know, couple of minutes. Maybe on the specialization aspect, you know, I think there is, hiding behind this, a really fundamental scientific question of whether eventually we have a singular AGIthat kind of knows everything and you can just put, you know, explain your own context and it will just get it and understand everything. 
    That’s one vision. I have to say, I don’t particularly believe in this vision. In fact, we humans are not like that at all. I think, hopefully, we are general intelligences, yet we have to specialize a lot. And, you know, I did myself a lot of RL, reinforcement learning, on mathematics. Like, that’s what I did, you know, spent a lot of time doing that. And I didn’t improve on other aspects. You know, in fact, I probably degraded in other aspects.So it’s … I think it’s an important example to have in mind. 
    LEE: I think I might disagree with you on that, though, because, like, doesn’t a model have to see both good science and bad science in order to be able to gain the ability to discern between the two? 
    BUBECK: Yeah, no, that absolutely. I think there is value in seeing the generality, in having a very broad base. But then you, kind of, specialize on verticals. And this is where also, you know, open-weights model, which we haven’t talked about yet, are really important because they allow you to provide this broad base to everyone. And then you can specialize on top of it. 
    LEE: So we have about three hours of stuff to talk about, but our time is actually running low.
    BUBECK: Yes, yes, yes.  
    LEE: So I think I want … there’s a more provocative question. It’s almost a silly question, but I need to ask it of the two of you, which is, is there a future, you know, where AI replaces doctors or replaces, you know, medical specialties that we have today? So what does the world look like, say, five years from now? 
    GATES: Well, it’s important to distinguish healthcare discovery activity from healthcare delivery activity. We focused mostly on delivery. I think it’s very much within the realm of possibility that the AI is not only accelerating healthcare discovery but substituting for a lot of the roles of, you know, I’m an organic chemist, or I run various types of assays. I can see those, which are, you know, testable-output-type jobs but with still very high value, I can see, you know, some replacement in those areas before the doctor.  
    The doctor, still understanding the human condition and long-term dialogues, you know, they’ve had a lifetime of reinforcement of that, particularly when you get into areas like mental health. So I wouldn’t say in five years, either people will choose to adopt it, but it will be profound that there’ll be this nearly free intelligence that can do follow-up, that can help you, you know, make sure you went through different possibilities. 
    And so I’d say, yes, we’ll have doctors, but I’d say healthcare will be massively transformed in its quality and in efficiency by AI in that time period. 
    LEE: Is there a comparison, useful comparison, say, between doctors and, say, programmers, computer programmers, or doctors and, I don’t know, lawyers? 
    GATES: Programming is another one that has, kind of, a mathematical correctness to it, you know, and so the objective function that you’re trying to reinforce to, as soon as you can understand the state machines, you can have something that’s “checkable”; that’s correct. So I think programming, you know, which is weird to say, that the machine will beat us at most programming tasks before we let it take over roles that have deep empathy, you know, physical presence and social understanding in them. 
    LEE: Yeah. By the way, you know, I fully expect in five years that AI will produce mathematical proofs that are checkable for validity, easily checkable, because they’ll be written in a proof-checking language like Lean or something but will be so complex that no human mathematician can understand them. I expect that to happen.  
    I can imagine in some fields, like cellular biology, we could have the same situation in the future because the molecular pathways, the chemistry, biochemistry of human cells or living cells is as complex as any mathematics, and so it seems possible that we may be in a state where in wet lab, we see, Oh yeah, this actually works, but no one can understand why. 
    BUBECK: Yeah, absolutely. I mean, I think I really agree with Bill’s distinction of the discovery and the delivery, and indeed, the discovery’s when you can check things, and at the end, there is an artifact that you can verify. You know, you can run the protocol in the wet lab and seeproduced what you wanted. So I absolutely agree with that.  
    And in fact, you know, we don’t have to talk five years from now. I don’t know if you know, but just recently, there was a paper that was published on a scientific discovery using o3- mini. So this is really amazing. And, you know, just very quickly, just so people know, it was about this statistical physics model, the frustrated Potts model, which has to do with coloring, and basically, the case of three colors, like, more than two colors was open for a long time, and o3 was able to reduce the case of three colors to two colors.  
    LEE: Yeah. 
    BUBECK: Which is just, like, astounding. And this is not … this is now. This is happening right now. So this is something that I personally didn’t expect it would happen so quickly, and it’s due to those reasoning models.  
    Now, on the delivery side, I would add something more to it for the reason why doctors and, in fact, lawyers and coders will remain for a long time, and it’s because we still don’t understand how those models generalize. Like, at the end of the day, we are not able to tell you when they are confronted with a really new, novel situation, whether they will work or not. 
    Nobody is able to give you that guarantee. And I think until we understand this generalization better, we’re not going to be willing to just let the system in the wild without human supervision. 
    LEE: But don’t human doctors, human specialists … so, for example, a cardiologist sees a patient in a certain way that a nephrologist … 
    BUBECK: Yeah.
    LEE: … or an endocrinologist might not.
    BUBECK: That’s right. But another cardiologist will understand and, kind of, expect a certain level of generalization from their peer. And this, we just don’t have it with AI models. Now, of course, you’re exactly right. That generalization is also hard for humans. Like, if you have a human trained for one task and you put them into another task, then you don’t … you often don’t know.
    LEE: OK. You know, the podcast is focused on what’s happened over the last two years. But now, I’d like one provocative prediction about what you think the world of AI and medicine is going to be at some point in the future. You pick your timeframe. I don’t care if it’s two years or 20 years from now, but, you know, what do you think will be different about AI in medicine in that future than today? 
    BUBECK: Yeah, I think the deployment is going to accelerate soon. Like, we’re really not missing very much. There is this enormous capability overhang. Like, even if progress completely stopped, with current systems, we can do a lot more than what we’re doing right now. So I think this will … this has to be realized, you know, sooner rather than later. 
    And I think it’s probably dependent on these benchmarks and proper evaluation and tying this with regulation. So these are things that take time in human society and for good reason. But now we already are at two years; you know, give it another two years and it should be really …  
    LEE: Will AI prescribe your medicines? Write your prescriptions? 
    BUBECK: I think yes. I think yes. 
    LEE: OK. Bill? 
    GATES: Well, I think the next two years, we’ll have massive pilots, and so the amount of use of the AI, still in a copilot-type mode, you know, we should get millions of patient visits, you know, both in general medicine and in the mental health side, as well. And I think that’s going to build up both the data and the confidence to give the AI some additional autonomy. You know, are you going to let it talk to you at night when you’re panicked about your mental health with some ability to escalate?
    And, you know, I’ve gone so far as to tell politicians with national health systems that if they deploy AI appropriately, that the quality of care, the overload of the doctors, the improvement in the economics will be enough that their voters will be stunned because they just don’t expect this, and, you know, they could be reelectedjust on this one thing of fixing what is a very overloaded and economically challenged health system in these rich countries. 
    You know, my personal role is going to be to make sure that in the poorer countries, there isn’t some lag; in fact, in many cases, that we’ll be more aggressive because, you know, we’re comparing to having no access to doctors at all. And, you know, so I think whether it’s India or Africa, there’ll be lessons that are globally valuable because we need medical intelligence. And, you know, thank god AI is going to provide a lot of that. 
    LEE: Well, on that optimistic note, I think that’s a good way to end. Bill, Seb, really appreciate all of this.  
    I think the most fundamental prediction we made in the book is that AI would actually find its way into the practice of medicine, and I think that that at least has come true, maybe in different ways than we expected, but it’s come true, and I think it’ll only accelerate from here. So thanks again, both of you.  
    GATES: Yeah. Thanks, you guys. 
    BUBECK: Thank you, Peter. Thanks, Bill. 
    LEE: I just always feel such a sense of privilege to have a chance to interact and actually work with people like Bill and Sébastien.   
    With Bill, I’m always amazed at how practically minded he is. He’s really thinking about the nuts and bolts of what AI might be able to do for people, and his thoughts about underserved parts of the world, the idea that we might actually be able to empower people with access to expert medical knowledge, I think is both inspiring and amazing.  
    And then, Seb, Sébastien Bubeck, he’s just absolutely a brilliant mind. He has a really firm grip on the deep mathematics of artificial intelligence and brings that to bear in his research and development work. And where that mathematics takes him isn’t just into the nuts and bolts of algorithms but into philosophical questions about the nature of intelligence.  
    One of the things that Sébastien brought up was the state of evaluation of AI systems. And indeed, he was fairly critical in our conversation. But of course, the world of AI research and development is just moving so fast, and indeed, since we recorded our conversation, OpenAI, in fact, released a new evaluation metric that is directly relevant to medical applications, and that is something called HealthBench. And Microsoft Research also released a new evaluation approach or process called ADeLe.  
    HealthBench and ADeLe are examples of new approaches to evaluating AI models that are less about testing their knowledge and ability to pass multiple-choice exams and instead are evaluation approaches designed to assess how well AI models are able to complete tasks that actually arise every day in typical healthcare or biomedical research settings. These are examples of really important good work that speak to how well AI models work in the real world of healthcare and biomedical research and how well they can collaborate with human beings in those settings. 
    You know, I asked Bill and Seb to make some predictions about the future. You know, my own answer, I expect that we’re going to be able to use AI to change how we diagnose patients, change how we decide treatment options.  
    If you’re a doctor or a nurse and you encounter a patient, you’ll ask questions, do a physical exam, you know, call out for labs just like you do today, but then you’ll be able to engage with AI based on all of that data and just ask, you know, based on all the other people who have gone through the same experience, who have similar data, how were they diagnosed? How were they treated? What were their outcomes? And what does that mean for the patient I have right now? Some people call it the “patients like me” paradigm. And I think that’s going to become real because of AI within our lifetimes. That idea of really grounding the delivery in healthcare and medical practice through data and intelligence, I actually now don’t see any barriers to that future becoming real.  
    I’d like to extend another big thank you to Bill and Sébastien for their time. And to our listeners, as always, it’s a pleasure to have you along for the ride. I hope you’ll join us for our remaining conversations, as well as a second coauthor roundtable with Carey and Zak.  
    Until next time.  
    #how #reshaping #future #healthcare #medical
    How AI is reshaping the future of healthcare and medical research
    Transcript        PETER LEE: “In ‘The Little Black Bag,’ a classic science fiction story, a high-tech doctor’s kit of the future is accidentally transported back to the 1950s, into the shaky hands of a washed-up, alcoholic doctor. The ultimate medical tool, it redeems the doctor wielding it, allowing him to practice gratifyingly heroic medicine. … The tale ends badly for the doctor and his treacherous assistant, but it offered a picture of how advanced technology could transform medicine—powerful when it was written nearly 75 years ago and still so today. What would be the Al equivalent of that little black bag? At this moment when new capabilities are emerging, how do we imagine them into medicine?”           This is The AI Revolution in Medicine, Revisited. I’m your host, Peter Lee.    Shortly after OpenAI’s GPT-4 was publicly released, Carey Goldberg, Dr. Zak Kohane, and I published The AI Revolution in Medicine to help educate the world of healthcare and medical research about the transformative impact this new generative AI technology could have. But because we wrote the book when GPT-4 was still a secret, we had to speculate. Now, two years later, what did we get right, and what did we get wrong?     In this series, we’ll talk to clinicians, patients, hospital administrators, and others to understand the reality of AI in the field and where we go from here.  The book passage I read at the top is from “Chapter 10: The Big Black Bag.”  In imagining AI in medicine, Carey, Zak, and I included in our book two fictional accounts. In the first, a medical resident consults GPT-4 on her personal phone as the patient in front of her crashes. Within seconds, it offers an alternate response based on recent literature. In the second account, a 90-year-old woman with several chronic conditions is living independently and receiving near-constant medical support from an AI aide.    In our conversations with the guests we’ve spoken to so far, we’ve caught a glimpse of these predicted futures, seeing how clinicians and patients are actually using AI today and how developers are leveraging the technology in the healthcare products and services they’re creating. In fact, that first fictional account isn’t so fictional after all, as most of the doctors in the real world actually appear to be using AI at least occasionally—and sometimes much more than occasionally—to help in their daily clinical work. And as for the second fictional account, which is more of a science fiction account, it seems we are indeed on the verge of a new way of delivering and receiving healthcare, though the future is still very much open.  As we continue to examine the current state of AI in healthcare and its potential to transform the field, I’m pleased to welcome Bill Gates and Sébastien Bubeck.   Bill may be best known as the co-founder of Microsoft, having created the company with his childhood friend Paul Allen in 1975. He’s now the founder of Breakthrough Energy, which aims to advance clean energy innovation, and TerraPower, a company developing groundbreaking nuclear energy and science technologies. He also chairs the world’s largest philanthropic organization, the Gates Foundation, and focuses on solving a variety of health challenges around the globe and here at home.  Sébastien is a research lead at OpenAI. He was previously a distinguished scientist, vice president of AI, and a colleague of mine here at Microsoft, where his work included spearheading the development of the family of small language models known as Phi. While at Microsoft, he also coauthored the discussion-provoking 2023 paper “Sparks of Artificial General Intelligence,” which presented the results of early experiments with GPT-4 conducted by a small team from Microsoft Research.      Here’s my conversation with Bill Gates and Sébastien Bubeck.  LEE: Bill, welcome.  BILL GATES: Thank you.  LEE: Seb …  SÉBASTIEN BUBECK: Yeah. Hi, hi, Peter. Nice to be here.  LEE: You know, one of the things that I’ve been doing just to get the conversation warmed up is to talk about origin stories, and what I mean about origin stories is, you know, what was the first contact that you had with large language models or the concept of generative AI that convinced you or made you think that something really important was happening?  And so, Bill, I think I’ve heard the story about, you know, the time when the OpenAI folks—Sam Altman, Greg Brockman, and others—showed you something, but could we hear from you what those early encounters were like and what was going through your mind?   GATES: Well, I’d been visiting OpenAI soon after it was created to see things like GPT-2 and to see the little arm they had that was trying to match human manipulation and, you know, looking at their games like Dota that they were trying to get as good as human play. And honestly, I didn’t think the language model stuff they were doing, even when they got to GPT-3, would show the ability to learn, you know, in the same sense that a human reads a biology book and is able to take that knowledge and access it not only to pass a test but also to create new medicines.  And so my challenge to them was that if their LLM could get a five on the advanced placement biology test, then I would say, OK, it took biologic knowledge and encoded it in an accessible way and that I didn’t expect them to do that very quickly but it would be profound.   And it was only about six months after I challenged them to do that, that an early version of GPT-4 they brought up to a dinner at my house, and in fact, it answered most of the questions that night very well. The one it got totally wrong, we were … because it was so good, we kept thinking, Oh, we must be wrong. It turned out it was a math weaknessthat, you know, we later understood that that was an area of, weirdly, of incredible weakness of those early models. But, you know, that was when I realized, OK, the age of cheap intelligence was at its beginning.  LEE: Yeah. So I guess it seems like you had something similar to me in that my first encounters, I actually harbored some skepticism. Is it fair to say you were skeptical before that?  GATES: Well, the idea that we’ve figured out how to encode and access knowledge in this very deep sense without even understanding the nature of the encoding, …  LEE: Right.   GATES: … that is a bit weird.   LEE: Yeah.  GATES: We have an algorithm that creates the computation, but even say, OK, where is the president’s birthday stored in there? Where is this fact stored in there? The fact that even now when we’re playing around, getting a little bit more sense of it, it’s opaque to us what the semantic encoding is, it’s, kind of, amazing to me. I thought the invention of knowledge storage would be an explicit way of encoding knowledge, not an implicit statistical training.  LEE: Yeah, yeah. All right. So, Seb, you know, on this same topic, you know, I got—as we say at Microsoft—I got pulled into the tent.  BUBECK: Yes.   LEE: Because this was a very secret project. And then, um, I had the opportunity to select a small number of researchers in MSRto join and start investigating this thing seriously. And the first person I pulled in was you.  BUBECK: Yeah.  LEE: And so what were your first encounters? Because I actually don’t remember what happened then.  BUBECK: Oh, I remember it very well.My first encounter with GPT-4 was in a meeting with the two of you, actually. But my kind of first contact, the first moment where I realized that something was happening with generative AI, was before that. And I agree with Bill that I also wasn’t too impressed by GPT-3.  I though that it was kind of, you know, very naturally mimicking the web, sort of parroting what was written there in a nice way. Still in a way which seemed very impressive. But it wasn’t really intelligent in any way. But shortly after GPT-3, there was a model before GPT-4 that really shocked me, and this was the first image generation model, DALL-E 1.  So that was in 2021. And I will forever remember the press release of OpenAI where they had this prompt of an avocado chair and then you had this image of the avocado chair.And what really shocked me is that clearly the model kind of “understood” what is a chair, what is an avocado, and was able to merge those concepts.  So this was really, to me, the first moment where I saw some understanding in those models.   LEE: So this was, just to get the timing right, that was before I pulled you into the tent.  BUBECK: That was before. That was like a year before.  LEE: Right.   BUBECK: And now I will tell you how, you know, we went from that moment to the meeting with the two of you and GPT-4.  So once I saw this kind of understanding, I thought, OK, fine. It understands concept, but it’s still not able to reason. It cannot—as, you know, Bill was saying—it cannot learn from your document. It cannot reason.   So I set out to try to prove that. You know, this is what I was in the business of at the time, trying to prove things in mathematics. So I was trying to prove that basically autoregressive transformers could never reason. So I was trying to prove this. And after a year of work, I had something reasonable to show. And so I had the meeting with the two of you, and I had this example where I wanted to say, there is no way that an LLM is going to be able to do x.  And then as soon as I … I don’t know if you remember, Bill. But as soon as I said that, you said, oh, but wait a second. I had, you know, the OpenAI crew at my house recently, and they showed me a new model. Why don’t we ask this new model this question?   LEE: Yeah. BUBECK: And we did, and it solved it on the spot. And that really, honestly, just changed my life. Like, you know, I had been working for a year trying to say that this was impossible. And just right there, it was shown to be possible.   LEE:One of the very first things I got interested in—because I was really thinking a lot about healthcare—was healthcare and medicine.  And I don’t know if the two of you remember, but I ended up doing a lot of tests. I ran through, you know, step one and step two of the US Medical Licensing Exam. Did a whole bunch of other things. I wrote this big report. It was, you know, I can’t remember … a couple hundred pages.   And I needed to share this with someone. I didn’t … there weren’t too many people I could share it with. So I sent, I think, a copy to you, Bill. Sent a copy to you, Seb.   I hardly slept for about a week putting that report together. And, yeah, and I kept working on it. But I was far from alone. I think everyone who was in the tent, so to speak, in those early days was going through something pretty similar. All right. So I think … of course, a lot of what I put in the report also ended up being examples that made it into the book.  But the main purpose of this conversation isn’t to reminisce aboutor indulge in those reminiscences but to talk about what’s happening in healthcare and medicine. And, you know, as I said, we wrote this book. We did it very, very quickly. Seb, you helped. Bill, you know, you provided a review and some endorsements.  But, you know, honestly, we didn’t know what we were talking about because no one had access to this thing. And so we just made a bunch of guesses. So really, the whole thing I wanted to probe with the two of you is, now with two years of experience out in the world, what, you know, what do we think is happening today?  You know, is AI actually having an impact, positive or negative, on healthcare and medicine? And what do we now think is going to happen in the next two years, five years, or 10 years? And so I realize it’s a little bit too abstract to just ask it that way. So let me just try to narrow the discussion and guide us a little bit.   Um, the kind of administrative and clerical work, paperwork, around healthcare—and we made a lot of guesses about that—that appears to be going well, but, you know, Bill, I know we’ve discussed that sometimes that you think there ought to be a lot more going on. Do you have a viewpoint on how AI is actually finding its way into reducing paperwork?  GATES: Well, I’m stunned … I don’t think there should be a patient-doctor meeting where the AI is not sitting in and both transcribing, offering to help with the paperwork, and even making suggestions, although the doctor will be the one, you know, who makes the final decision about the diagnosis and whatever prescription gets done.   It’s so helpful. You know, when that patient goes home and their, you know, son who wants to understand what happened has some questions, that AI should be available to continue that conversation. And the way you can improve that experience and streamline things and, you know, involve the people who advise you. I don’t understand why that’s not more adopted, because there you still have the human in the loop making that final decision.  But even for, like, follow-up calls to make sure the patient did things, to understand if they have concerns and knowing when to escalate back to the doctor, the benefit is incredible. And, you know, that thing is ready for prime time. That paradigm is ready for prime time, in my view.  LEE: Yeah, there are some good products, but it seems like the number one use right now—and we kind of got this from some of the previous guests in previous episodes—is the use of AI just to respond to emails from patients.Does that make sense to you?  BUBECK: Yeah. So maybe I want to second what Bill was saying but maybe take a step back first. You know, two years ago, like, the concept of clinical scribes, which is one of the things that we’re talking about right now, it would have sounded, in fact, it sounded two years ago, borderline dangerous. Because everybody was worried about hallucinations. What happened if you have this AI listening in and then it transcribes, you know, something wrong?  Now, two years later, I think it’s mostly working. And in fact, it is not yet, you know, fully adopted. You’re right. But it is in production. It is used, you know, in many, many places. So this rate of progress is astounding because it wasn’t obvious that we would be able to overcome those obstacles of hallucination. It’s not to say that hallucinations are fully solved. In the case of the closed system, they are.   Now, I think more generally what’s going on in the background is that there is something that we, that certainly I, underestimated, which is this management overhead. So I think the reason why this is not adopted everywhere is really a training and teaching aspect. People need to be taught, like, those systems, how to interact with them.  And one example that I really like, a study that recently appeared where they tried to use ChatGPT for diagnosis and they were comparing doctors without and with ChatGPT. And the amazing thing … so this was a set of cases where the accuracy of the doctors alone was around 75%. ChatGPT alone was 90%. So that’s already kind of mind blowing. But then the kicker is that doctors with ChatGPT was 80%.   Intelligence alone is not enough. It’s also how it’s presented, how you interact with it. And ChatGPT, it’s an amazing tool. Obviously, I absolutely love it. But it’s not … you don’t want a doctor to have to type in, you know, prompts and use it that way.  It should be, as Bill was saying, kind of running continuously in the background, sending you notifications. And you have to be really careful of the rate at which those notifications are being sent. Because if they are too frequent, then the doctor will learn to ignore them. So you have to … all of those things matter, in fact, at least as much as the level of intelligence of the machine.  LEE: One of the things I think about, Bill, in that scenario that you described, doctors do some thinking about the patient when they write the note. So, you know, I’m always a little uncertain whether it’s actually … you know, you wouldn’t necessarily want to fully automate this, I don’t think. Or at least there needs to be some prompt to the doctor to make sure that the doctor puts some thought into what happened in the encounter with the patient. Does that make sense to you at all?  GATES: At this stage, you know, I’d still put the onus on the doctor to write the conclusions and the summary and not delegate that.  The tradeoffs you make a little bit are somewhat dependent on the situation you’re in. If you’re in Africa, So, yes, the doctor’s still going to have to do a lot of work, but just the quality of letting the patient and the people around them interact and ask questions and have things explained, that alone is such a quality improvement. It’s mind blowing.   LEE: So since you mentioned, you know, Africa—and, of course, this touches on the mission and some of the priorities of the Gates Foundation and this idea of democratization of access to expert medical care—what’s the most interesting stuff going on right now? Are there people and organizations or technologies that are impressing you or that you’re tracking?  GATES: Yeah. So the Gates Foundation has given out a lot of grants to people in Africa doing education, agriculture but more healthcare examples than anything. And the way these things start off, they often start out either being patient-centric in a narrow situation, like, OK, I’m a pregnant woman; talk to me. Or, I have infectious disease symptoms; talk to me. Or they’re connected to a health worker where they’re helping that worker get their job done. And we have lots of pilots out, you know, in both of those cases.   The dream would be eventually to have the thing the patient consults be so broad that it’s like having a doctor available who understands the local things.   LEE: Right.   GATES: We’re not there yet. But over the next two or three years, you know, particularly given the worsening financial constraints against African health systems, where the withdrawal of money has been dramatic, you know, figuring out how to take this—what I sometimes call “free intelligence”—and build a quality health system around that, we will have to be more radical in low-income countries than any rich country is ever going to be.   LEE: Also, there’s maybe a different regulatory environment, so some of those things maybe are easier? Because right now, I think the world hasn’t figured out how to and whether to regulate, let’s say, an AI that might give a medical diagnosis or write a prescription for a medication.  BUBECK: Yeah. I think one issue with this, and it’s also slowing down the deployment of AI in healthcare more generally, is a lack of proper benchmark. Because, you know, you were mentioning the USMLE, for example. That’s a great test to test human beings and their knowledge of healthcare and medicine. But it’s not a great test to give to an AI.  It’s not asking the right questions. So finding what are the right questions to test whether an AI system is ready to give diagnosis in a constrained setting, that’s a very, very important direction, which to my surprise, is not yet accelerating at the rate that I was hoping for.  LEE: OK, so that gives me an excuse to get more now into the core AI tech because something I’ve discussed with both of you is this issue of what are the right tests. And you both know the very first test I give to any new spin of an LLM is I present a patient, the results—a mythical patient—the results of my physical exam, my mythical physical exam. Maybe some results of some initial labs. And then I present or propose a differential diagnosis. And if you’re not in medicine, a differential diagnosis you can just think of as a prioritized list of the possible diagnoses that fit with all that data. And in that proposed differential, I always intentionally make two mistakes.  I make a textbook technical error in one of the possible elements of the differential diagnosis, and I have an error of omission. And, you know, I just want to know, does the LLM understand what I’m talking about? And all the good ones out there do now. But then I want to know, can it spot the errors? And then most importantly, is it willing to tell me I’m wrong, that I’ve made a mistake?   That last piece seems really hard for AI today. And so let me ask you first, Seb, because at the time of this taping, of course, there was a new spin of GPT-4o last week that became overly sycophantic. In other words, it was actually prone in that test of mine not only to not tell me I’m wrong, but it actually praised me for the creativity of my differential.What’s up with that?  BUBECK: Yeah, I guess it’s a testament to the fact that training those models is still more of an art than a science. So it’s a difficult job. Just to be clear with the audience, we have rolled back thatversion of GPT-4o, so now we don’t have the sycophant version out there.  Yeah, no, it’s a really difficult question. It has to do … as you said, it’s very technical. It has to do with the post-training and how, like, where do you nudge the model? So, you know, there is this very classical by now technique called RLHF, where you push the model in the direction of a certain reward model. So the reward model is just telling the model, you know, what behavior is good, what behavior is bad.  But this reward model is itself an LLM, and, you know, Bill was saying at the very beginning of the conversation that we don’t really understand how those LLMs deal with concepts like, you know, where is the capital of France located? Things like that. It is the same thing for this reward model. We don’t know why it says that it prefers one output to another, and whether this is correlated with some sycophancy is, you know, something that we discovered basically just now. That if you push too hard in optimization on this reward model, you will get a sycophant model.  So it’s kind of … what I’m trying to say is we became too good at what we were doing, and we ended up, in fact, in a trap of the reward model.  LEE: I mean, you do want … it’s a difficult balance because you do want models to follow your desires and …  BUBECK: It’s a very difficult, very difficult balance.  LEE: So this brings up then the following question for me, which is the extent to which we think we’ll need to have specially trained models for things. So let me start with you, Bill. Do you have a point of view on whether we will need to, you know, quote-unquote take AI models to med school? Have them specially trained? Like, if you were going to deploy something to give medical care in underserved parts of the world, do we need to do something special to create those models?  GATES: We certainly need to teach them the African languages and the unique dialects so that the multimedia interactions are very high quality. We certainly need to teach them the disease prevalence and unique disease patterns like, you know, neglected tropical diseases and malaria. So we need to gather a set of facts that somebody trying to go for a US customer base, you know, wouldn’t necessarily have that in there.  Those two things are actually very straightforward because the additional training time is small. I’d say for the next few years, we’ll also need to do reinforcement learning about the context of being a doctor and how important certain behaviors are. Humans learn over the course of their life to some degree that, I’m in a different context and the way I behave in terms of being willing to criticize or be nice, you know, how important is it? Who’s here? What’s my relationship to them?   Right now, these machines don’t have that broad social experience. And so if you know it’s going to be used for health things, a lot of reinforcement learning of the very best humans in that context would still be valuable. Eventually, the models will, having read all the literature of the world about good doctors, bad doctors, it’ll understand as soon as you say, “I want you to be a doctor diagnosing somebody.” All of the implicit reinforcement that fits that situation, you know, will be there. LEE: Yeah. GATES: And so I hope three years from now, we don’t have to do that reinforcement learning. But today, for any medical context, you would want a lot of data to reinforce tone, willingness to say things when, you know, there might be something significant at stake.  LEE: Yeah. So, you know, something Bill said, kind of, reminds me of another thing that I think we missed, which is, the context also … and the specialization also pertains to different, I guess, what we still call “modes,” although I don’t know if the idea of multimodal is the same as it was two years ago. But, you know, what do you make of all of the hubbub around—in fact, within Microsoft Research, this is a big deal, but I think we’re far from alone—you know, medical images and vision, video, proteins and molecules, cell, you know, cellular data and so on.  BUBECK: Yeah. OK. So there is a lot to say to everything … to the last, you know, couple of minutes. Maybe on the specialization aspect, you know, I think there is, hiding behind this, a really fundamental scientific question of whether eventually we have a singular AGIthat kind of knows everything and you can just put, you know, explain your own context and it will just get it and understand everything.  That’s one vision. I have to say, I don’t particularly believe in this vision. In fact, we humans are not like that at all. I think, hopefully, we are general intelligences, yet we have to specialize a lot. And, you know, I did myself a lot of RL, reinforcement learning, on mathematics. Like, that’s what I did, you know, spent a lot of time doing that. And I didn’t improve on other aspects. You know, in fact, I probably degraded in other aspects.So it’s … I think it’s an important example to have in mind.  LEE: I think I might disagree with you on that, though, because, like, doesn’t a model have to see both good science and bad science in order to be able to gain the ability to discern between the two?  BUBECK: Yeah, no, that absolutely. I think there is value in seeing the generality, in having a very broad base. But then you, kind of, specialize on verticals. And this is where also, you know, open-weights model, which we haven’t talked about yet, are really important because they allow you to provide this broad base to everyone. And then you can specialize on top of it.  LEE: So we have about three hours of stuff to talk about, but our time is actually running low. BUBECK: Yes, yes, yes.   LEE: So I think I want … there’s a more provocative question. It’s almost a silly question, but I need to ask it of the two of you, which is, is there a future, you know, where AI replaces doctors or replaces, you know, medical specialties that we have today? So what does the world look like, say, five years from now?  GATES: Well, it’s important to distinguish healthcare discovery activity from healthcare delivery activity. We focused mostly on delivery. I think it’s very much within the realm of possibility that the AI is not only accelerating healthcare discovery but substituting for a lot of the roles of, you know, I’m an organic chemist, or I run various types of assays. I can see those, which are, you know, testable-output-type jobs but with still very high value, I can see, you know, some replacement in those areas before the doctor.   The doctor, still understanding the human condition and long-term dialogues, you know, they’ve had a lifetime of reinforcement of that, particularly when you get into areas like mental health. So I wouldn’t say in five years, either people will choose to adopt it, but it will be profound that there’ll be this nearly free intelligence that can do follow-up, that can help you, you know, make sure you went through different possibilities.  And so I’d say, yes, we’ll have doctors, but I’d say healthcare will be massively transformed in its quality and in efficiency by AI in that time period.  LEE: Is there a comparison, useful comparison, say, between doctors and, say, programmers, computer programmers, or doctors and, I don’t know, lawyers?  GATES: Programming is another one that has, kind of, a mathematical correctness to it, you know, and so the objective function that you’re trying to reinforce to, as soon as you can understand the state machines, you can have something that’s “checkable”; that’s correct. So I think programming, you know, which is weird to say, that the machine will beat us at most programming tasks before we let it take over roles that have deep empathy, you know, physical presence and social understanding in them.  LEE: Yeah. By the way, you know, I fully expect in five years that AI will produce mathematical proofs that are checkable for validity, easily checkable, because they’ll be written in a proof-checking language like Lean or something but will be so complex that no human mathematician can understand them. I expect that to happen.   I can imagine in some fields, like cellular biology, we could have the same situation in the future because the molecular pathways, the chemistry, biochemistry of human cells or living cells is as complex as any mathematics, and so it seems possible that we may be in a state where in wet lab, we see, Oh yeah, this actually works, but no one can understand why.  BUBECK: Yeah, absolutely. I mean, I think I really agree with Bill’s distinction of the discovery and the delivery, and indeed, the discovery’s when you can check things, and at the end, there is an artifact that you can verify. You know, you can run the protocol in the wet lab and seeproduced what you wanted. So I absolutely agree with that.   And in fact, you know, we don’t have to talk five years from now. I don’t know if you know, but just recently, there was a paper that was published on a scientific discovery using o3- mini. So this is really amazing. And, you know, just very quickly, just so people know, it was about this statistical physics model, the frustrated Potts model, which has to do with coloring, and basically, the case of three colors, like, more than two colors was open for a long time, and o3 was able to reduce the case of three colors to two colors.   LEE: Yeah.  BUBECK: Which is just, like, astounding. And this is not … this is now. This is happening right now. So this is something that I personally didn’t expect it would happen so quickly, and it’s due to those reasoning models.   Now, on the delivery side, I would add something more to it for the reason why doctors and, in fact, lawyers and coders will remain for a long time, and it’s because we still don’t understand how those models generalize. Like, at the end of the day, we are not able to tell you when they are confronted with a really new, novel situation, whether they will work or not.  Nobody is able to give you that guarantee. And I think until we understand this generalization better, we’re not going to be willing to just let the system in the wild without human supervision.  LEE: But don’t human doctors, human specialists … so, for example, a cardiologist sees a patient in a certain way that a nephrologist …  BUBECK: Yeah. LEE: … or an endocrinologist might not. BUBECK: That’s right. But another cardiologist will understand and, kind of, expect a certain level of generalization from their peer. And this, we just don’t have it with AI models. Now, of course, you’re exactly right. That generalization is also hard for humans. Like, if you have a human trained for one task and you put them into another task, then you don’t … you often don’t know. LEE: OK. You know, the podcast is focused on what’s happened over the last two years. But now, I’d like one provocative prediction about what you think the world of AI and medicine is going to be at some point in the future. You pick your timeframe. I don’t care if it’s two years or 20 years from now, but, you know, what do you think will be different about AI in medicine in that future than today?  BUBECK: Yeah, I think the deployment is going to accelerate soon. Like, we’re really not missing very much. There is this enormous capability overhang. Like, even if progress completely stopped, with current systems, we can do a lot more than what we’re doing right now. So I think this will … this has to be realized, you know, sooner rather than later.  And I think it’s probably dependent on these benchmarks and proper evaluation and tying this with regulation. So these are things that take time in human society and for good reason. But now we already are at two years; you know, give it another two years and it should be really …   LEE: Will AI prescribe your medicines? Write your prescriptions?  BUBECK: I think yes. I think yes.  LEE: OK. Bill?  GATES: Well, I think the next two years, we’ll have massive pilots, and so the amount of use of the AI, still in a copilot-type mode, you know, we should get millions of patient visits, you know, both in general medicine and in the mental health side, as well. And I think that’s going to build up both the data and the confidence to give the AI some additional autonomy. You know, are you going to let it talk to you at night when you’re panicked about your mental health with some ability to escalate? And, you know, I’ve gone so far as to tell politicians with national health systems that if they deploy AI appropriately, that the quality of care, the overload of the doctors, the improvement in the economics will be enough that their voters will be stunned because they just don’t expect this, and, you know, they could be reelectedjust on this one thing of fixing what is a very overloaded and economically challenged health system in these rich countries.  You know, my personal role is going to be to make sure that in the poorer countries, there isn’t some lag; in fact, in many cases, that we’ll be more aggressive because, you know, we’re comparing to having no access to doctors at all. And, you know, so I think whether it’s India or Africa, there’ll be lessons that are globally valuable because we need medical intelligence. And, you know, thank god AI is going to provide a lot of that.  LEE: Well, on that optimistic note, I think that’s a good way to end. Bill, Seb, really appreciate all of this.   I think the most fundamental prediction we made in the book is that AI would actually find its way into the practice of medicine, and I think that that at least has come true, maybe in different ways than we expected, but it’s come true, and I think it’ll only accelerate from here. So thanks again, both of you.   GATES: Yeah. Thanks, you guys.  BUBECK: Thank you, Peter. Thanks, Bill.  LEE: I just always feel such a sense of privilege to have a chance to interact and actually work with people like Bill and Sébastien.    With Bill, I’m always amazed at how practically minded he is. He’s really thinking about the nuts and bolts of what AI might be able to do for people, and his thoughts about underserved parts of the world, the idea that we might actually be able to empower people with access to expert medical knowledge, I think is both inspiring and amazing.   And then, Seb, Sébastien Bubeck, he’s just absolutely a brilliant mind. He has a really firm grip on the deep mathematics of artificial intelligence and brings that to bear in his research and development work. And where that mathematics takes him isn’t just into the nuts and bolts of algorithms but into philosophical questions about the nature of intelligence.   One of the things that Sébastien brought up was the state of evaluation of AI systems. And indeed, he was fairly critical in our conversation. But of course, the world of AI research and development is just moving so fast, and indeed, since we recorded our conversation, OpenAI, in fact, released a new evaluation metric that is directly relevant to medical applications, and that is something called HealthBench. And Microsoft Research also released a new evaluation approach or process called ADeLe.   HealthBench and ADeLe are examples of new approaches to evaluating AI models that are less about testing their knowledge and ability to pass multiple-choice exams and instead are evaluation approaches designed to assess how well AI models are able to complete tasks that actually arise every day in typical healthcare or biomedical research settings. These are examples of really important good work that speak to how well AI models work in the real world of healthcare and biomedical research and how well they can collaborate with human beings in those settings.  You know, I asked Bill and Seb to make some predictions about the future. You know, my own answer, I expect that we’re going to be able to use AI to change how we diagnose patients, change how we decide treatment options.   If you’re a doctor or a nurse and you encounter a patient, you’ll ask questions, do a physical exam, you know, call out for labs just like you do today, but then you’ll be able to engage with AI based on all of that data and just ask, you know, based on all the other people who have gone through the same experience, who have similar data, how were they diagnosed? How were they treated? What were their outcomes? And what does that mean for the patient I have right now? Some people call it the “patients like me” paradigm. And I think that’s going to become real because of AI within our lifetimes. That idea of really grounding the delivery in healthcare and medical practice through data and intelligence, I actually now don’t see any barriers to that future becoming real.   I’d like to extend another big thank you to Bill and Sébastien for their time. And to our listeners, as always, it’s a pleasure to have you along for the ride. I hope you’ll join us for our remaining conversations, as well as a second coauthor roundtable with Carey and Zak.   Until next time.   #how #reshaping #future #healthcare #medical
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    How AI is reshaping the future of healthcare and medical research
    Transcript [MUSIC]      [BOOK PASSAGE]   PETER LEE: “In ‘The Little Black Bag,’ a classic science fiction story, a high-tech doctor’s kit of the future is accidentally transported back to the 1950s, into the shaky hands of a washed-up, alcoholic doctor. The ultimate medical tool, it redeems the doctor wielding it, allowing him to practice gratifyingly heroic medicine. … The tale ends badly for the doctor and his treacherous assistant, but it offered a picture of how advanced technology could transform medicine—powerful when it was written nearly 75 years ago and still so today. What would be the Al equivalent of that little black bag? At this moment when new capabilities are emerging, how do we imagine them into medicine?”   [END OF BOOK PASSAGE]     [THEME MUSIC]     This is The AI Revolution in Medicine, Revisited. I’m your host, Peter Lee.    Shortly after OpenAI’s GPT-4 was publicly released, Carey Goldberg, Dr. Zak Kohane, and I published The AI Revolution in Medicine to help educate the world of healthcare and medical research about the transformative impact this new generative AI technology could have. But because we wrote the book when GPT-4 was still a secret, we had to speculate. Now, two years later, what did we get right, and what did we get wrong?     In this series, we’ll talk to clinicians, patients, hospital administrators, and others to understand the reality of AI in the field and where we go from here.   [THEME MUSIC FADES] The book passage I read at the top is from “Chapter 10: The Big Black Bag.”  In imagining AI in medicine, Carey, Zak, and I included in our book two fictional accounts. In the first, a medical resident consults GPT-4 on her personal phone as the patient in front of her crashes. Within seconds, it offers an alternate response based on recent literature. In the second account, a 90-year-old woman with several chronic conditions is living independently and receiving near-constant medical support from an AI aide.    In our conversations with the guests we’ve spoken to so far, we’ve caught a glimpse of these predicted futures, seeing how clinicians and patients are actually using AI today and how developers are leveraging the technology in the healthcare products and services they’re creating. In fact, that first fictional account isn’t so fictional after all, as most of the doctors in the real world actually appear to be using AI at least occasionally—and sometimes much more than occasionally—to help in their daily clinical work. And as for the second fictional account, which is more of a science fiction account, it seems we are indeed on the verge of a new way of delivering and receiving healthcare, though the future is still very much open.  As we continue to examine the current state of AI in healthcare and its potential to transform the field, I’m pleased to welcome Bill Gates and Sébastien Bubeck.   Bill may be best known as the co-founder of Microsoft, having created the company with his childhood friend Paul Allen in 1975. He’s now the founder of Breakthrough Energy, which aims to advance clean energy innovation, and TerraPower, a company developing groundbreaking nuclear energy and science technologies. He also chairs the world’s largest philanthropic organization, the Gates Foundation, and focuses on solving a variety of health challenges around the globe and here at home.  Sébastien is a research lead at OpenAI. He was previously a distinguished scientist, vice president of AI, and a colleague of mine here at Microsoft, where his work included spearheading the development of the family of small language models known as Phi. While at Microsoft, he also coauthored the discussion-provoking 2023 paper “Sparks of Artificial General Intelligence,” which presented the results of early experiments with GPT-4 conducted by a small team from Microsoft Research.    [TRANSITION MUSIC]   Here’s my conversation with Bill Gates and Sébastien Bubeck.  LEE: Bill, welcome.  BILL GATES: Thank you.  LEE: Seb …  SÉBASTIEN BUBECK: Yeah. Hi, hi, Peter. Nice to be here.  LEE: You know, one of the things that I’ve been doing just to get the conversation warmed up is to talk about origin stories, and what I mean about origin stories is, you know, what was the first contact that you had with large language models or the concept of generative AI that convinced you or made you think that something really important was happening?  And so, Bill, I think I’ve heard the story about, you know, the time when the OpenAI folks—Sam Altman, Greg Brockman, and others—showed you something, but could we hear from you what those early encounters were like and what was going through your mind?   GATES: Well, I’d been visiting OpenAI soon after it was created to see things like GPT-2 and to see the little arm they had that was trying to match human manipulation and, you know, looking at their games like Dota that they were trying to get as good as human play. And honestly, I didn’t think the language model stuff they were doing, even when they got to GPT-3, would show the ability to learn, you know, in the same sense that a human reads a biology book and is able to take that knowledge and access it not only to pass a test but also to create new medicines.  And so my challenge to them was that if their LLM could get a five on the advanced placement biology test, then I would say, OK, it took biologic knowledge and encoded it in an accessible way and that I didn’t expect them to do that very quickly but it would be profound.   And it was only about six months after I challenged them to do that, that an early version of GPT-4 they brought up to a dinner at my house, and in fact, it answered most of the questions that night very well. The one it got totally wrong, we were … because it was so good, we kept thinking, Oh, we must be wrong. It turned out it was a math weakness [LAUGHTER] that, you know, we later understood that that was an area of, weirdly, of incredible weakness of those early models. But, you know, that was when I realized, OK, the age of cheap intelligence was at its beginning.  LEE: Yeah. So I guess it seems like you had something similar to me in that my first encounters, I actually harbored some skepticism. Is it fair to say you were skeptical before that?  GATES: Well, the idea that we’ve figured out how to encode and access knowledge in this very deep sense without even understanding the nature of the encoding, …  LEE: Right.   GATES: … that is a bit weird.   LEE: Yeah.  GATES: We have an algorithm that creates the computation, but even say, OK, where is the president’s birthday stored in there? Where is this fact stored in there? The fact that even now when we’re playing around, getting a little bit more sense of it, it’s opaque to us what the semantic encoding is, it’s, kind of, amazing to me. I thought the invention of knowledge storage would be an explicit way of encoding knowledge, not an implicit statistical training.  LEE: Yeah, yeah. All right. So, Seb, you know, on this same topic, you know, I got—as we say at Microsoft—I got pulled into the tent. [LAUGHS]  BUBECK: Yes.   LEE: Because this was a very secret project. And then, um, I had the opportunity to select a small number of researchers in MSR [Microsoft Research] to join and start investigating this thing seriously. And the first person I pulled in was you.  BUBECK: Yeah.  LEE: And so what were your first encounters? Because I actually don’t remember what happened then.  BUBECK: Oh, I remember it very well. [LAUGHS] My first encounter with GPT-4 was in a meeting with the two of you, actually. But my kind of first contact, the first moment where I realized that something was happening with generative AI, was before that. And I agree with Bill that I also wasn’t too impressed by GPT-3.  I though that it was kind of, you know, very naturally mimicking the web, sort of parroting what was written there in a nice way. Still in a way which seemed very impressive. But it wasn’t really intelligent in any way. But shortly after GPT-3, there was a model before GPT-4 that really shocked me, and this was the first image generation model, DALL-E 1.  So that was in 2021. And I will forever remember the press release of OpenAI where they had this prompt of an avocado chair and then you had this image of the avocado chair. [LAUGHTER] And what really shocked me is that clearly the model kind of “understood” what is a chair, what is an avocado, and was able to merge those concepts.  So this was really, to me, the first moment where I saw some understanding in those models.   LEE: So this was, just to get the timing right, that was before I pulled you into the tent.  BUBECK: That was before. That was like a year before.  LEE: Right.   BUBECK: And now I will tell you how, you know, we went from that moment to the meeting with the two of you and GPT-4.  So once I saw this kind of understanding, I thought, OK, fine. It understands concept, but it’s still not able to reason. It cannot—as, you know, Bill was saying—it cannot learn from your document. It cannot reason.   So I set out to try to prove that. You know, this is what I was in the business of at the time, trying to prove things in mathematics. So I was trying to prove that basically autoregressive transformers could never reason. So I was trying to prove this. And after a year of work, I had something reasonable to show. And so I had the meeting with the two of you, and I had this example where I wanted to say, there is no way that an LLM is going to be able to do x.  And then as soon as I … I don’t know if you remember, Bill. But as soon as I said that, you said, oh, but wait a second. I had, you know, the OpenAI crew at my house recently, and they showed me a new model. Why don’t we ask this new model this question?   LEE: Yeah. BUBECK: And we did, and it solved it on the spot. And that really, honestly, just changed my life. Like, you know, I had been working for a year trying to say that this was impossible. And just right there, it was shown to be possible.   LEE: [LAUGHS] One of the very first things I got interested in—because I was really thinking a lot about healthcare—was healthcare and medicine.  And I don’t know if the two of you remember, but I ended up doing a lot of tests. I ran through, you know, step one and step two of the US Medical Licensing Exam. Did a whole bunch of other things. I wrote this big report. It was, you know, I can’t remember … a couple hundred pages.   And I needed to share this with someone. I didn’t … there weren’t too many people I could share it with. So I sent, I think, a copy to you, Bill. Sent a copy to you, Seb.   I hardly slept for about a week putting that report together. And, yeah, and I kept working on it. But I was far from alone. I think everyone who was in the tent, so to speak, in those early days was going through something pretty similar. All right. So I think … of course, a lot of what I put in the report also ended up being examples that made it into the book.  But the main purpose of this conversation isn’t to reminisce about [LAUGHS] or indulge in those reminiscences but to talk about what’s happening in healthcare and medicine. And, you know, as I said, we wrote this book. We did it very, very quickly. Seb, you helped. Bill, you know, you provided a review and some endorsements.  But, you know, honestly, we didn’t know what we were talking about because no one had access to this thing. And so we just made a bunch of guesses. So really, the whole thing I wanted to probe with the two of you is, now with two years of experience out in the world, what, you know, what do we think is happening today?  You know, is AI actually having an impact, positive or negative, on healthcare and medicine? And what do we now think is going to happen in the next two years, five years, or 10 years? And so I realize it’s a little bit too abstract to just ask it that way. So let me just try to narrow the discussion and guide us a little bit.   Um, the kind of administrative and clerical work, paperwork, around healthcare—and we made a lot of guesses about that—that appears to be going well, but, you know, Bill, I know we’ve discussed that sometimes that you think there ought to be a lot more going on. Do you have a viewpoint on how AI is actually finding its way into reducing paperwork?  GATES: Well, I’m stunned … I don’t think there should be a patient-doctor meeting where the AI is not sitting in and both transcribing, offering to help with the paperwork, and even making suggestions, although the doctor will be the one, you know, who makes the final decision about the diagnosis and whatever prescription gets done.   It’s so helpful. You know, when that patient goes home and their, you know, son who wants to understand what happened has some questions, that AI should be available to continue that conversation. And the way you can improve that experience and streamline things and, you know, involve the people who advise you. I don’t understand why that’s not more adopted, because there you still have the human in the loop making that final decision.  But even for, like, follow-up calls to make sure the patient did things, to understand if they have concerns and knowing when to escalate back to the doctor, the benefit is incredible. And, you know, that thing is ready for prime time. That paradigm is ready for prime time, in my view.  LEE: Yeah, there are some good products, but it seems like the number one use right now—and we kind of got this from some of the previous guests in previous episodes—is the use of AI just to respond to emails from patients. [LAUGHTER] Does that make sense to you?  BUBECK: Yeah. So maybe I want to second what Bill was saying but maybe take a step back first. You know, two years ago, like, the concept of clinical scribes, which is one of the things that we’re talking about right now, it would have sounded, in fact, it sounded two years ago, borderline dangerous. Because everybody was worried about hallucinations. What happened if you have this AI listening in and then it transcribes, you know, something wrong?  Now, two years later, I think it’s mostly working. And in fact, it is not yet, you know, fully adopted. You’re right. But it is in production. It is used, you know, in many, many places. So this rate of progress is astounding because it wasn’t obvious that we would be able to overcome those obstacles of hallucination. It’s not to say that hallucinations are fully solved. In the case of the closed system, they are.   Now, I think more generally what’s going on in the background is that there is something that we, that certainly I, underestimated, which is this management overhead. So I think the reason why this is not adopted everywhere is really a training and teaching aspect. People need to be taught, like, those systems, how to interact with them.  And one example that I really like, a study that recently appeared where they tried to use ChatGPT for diagnosis and they were comparing doctors without and with ChatGPT (opens in new tab). And the amazing thing … so this was a set of cases where the accuracy of the doctors alone was around 75%. ChatGPT alone was 90%. So that’s already kind of mind blowing. But then the kicker is that doctors with ChatGPT was 80%.   Intelligence alone is not enough. It’s also how it’s presented, how you interact with it. And ChatGPT, it’s an amazing tool. Obviously, I absolutely love it. But it’s not … you don’t want a doctor to have to type in, you know, prompts and use it that way.  It should be, as Bill was saying, kind of running continuously in the background, sending you notifications. And you have to be really careful of the rate at which those notifications are being sent. Because if they are too frequent, then the doctor will learn to ignore them. So you have to … all of those things matter, in fact, at least as much as the level of intelligence of the machine.  LEE: One of the things I think about, Bill, in that scenario that you described, doctors do some thinking about the patient when they write the note. So, you know, I’m always a little uncertain whether it’s actually … you know, you wouldn’t necessarily want to fully automate this, I don’t think. Or at least there needs to be some prompt to the doctor to make sure that the doctor puts some thought into what happened in the encounter with the patient. Does that make sense to you at all?  GATES: At this stage, you know, I’d still put the onus on the doctor to write the conclusions and the summary and not delegate that.  The tradeoffs you make a little bit are somewhat dependent on the situation you’re in. If you’re in Africa, So, yes, the doctor’s still going to have to do a lot of work, but just the quality of letting the patient and the people around them interact and ask questions and have things explained, that alone is such a quality improvement. It’s mind blowing.   LEE: So since you mentioned, you know, Africa—and, of course, this touches on the mission and some of the priorities of the Gates Foundation and this idea of democratization of access to expert medical care—what’s the most interesting stuff going on right now? Are there people and organizations or technologies that are impressing you or that you’re tracking?  GATES: Yeah. So the Gates Foundation has given out a lot of grants to people in Africa doing education, agriculture but more healthcare examples than anything. And the way these things start off, they often start out either being patient-centric in a narrow situation, like, OK, I’m a pregnant woman; talk to me. Or, I have infectious disease symptoms; talk to me. Or they’re connected to a health worker where they’re helping that worker get their job done. And we have lots of pilots out, you know, in both of those cases.   The dream would be eventually to have the thing the patient consults be so broad that it’s like having a doctor available who understands the local things.   LEE: Right.   GATES: We’re not there yet. But over the next two or three years, you know, particularly given the worsening financial constraints against African health systems, where the withdrawal of money has been dramatic, you know, figuring out how to take this—what I sometimes call “free intelligence”—and build a quality health system around that, we will have to be more radical in low-income countries than any rich country is ever going to be.   LEE: Also, there’s maybe a different regulatory environment, so some of those things maybe are easier? Because right now, I think the world hasn’t figured out how to and whether to regulate, let’s say, an AI that might give a medical diagnosis or write a prescription for a medication.  BUBECK: Yeah. I think one issue with this, and it’s also slowing down the deployment of AI in healthcare more generally, is a lack of proper benchmark. Because, you know, you were mentioning the USMLE [United States Medical Licensing Examination], for example. That’s a great test to test human beings and their knowledge of healthcare and medicine. But it’s not a great test to give to an AI.  It’s not asking the right questions. So finding what are the right questions to test whether an AI system is ready to give diagnosis in a constrained setting, that’s a very, very important direction, which to my surprise, is not yet accelerating at the rate that I was hoping for.  LEE: OK, so that gives me an excuse to get more now into the core AI tech because something I’ve discussed with both of you is this issue of what are the right tests. And you both know the very first test I give to any new spin of an LLM is I present a patient, the results—a mythical patient—the results of my physical exam, my mythical physical exam. Maybe some results of some initial labs. And then I present or propose a differential diagnosis. And if you’re not in medicine, a differential diagnosis you can just think of as a prioritized list of the possible diagnoses that fit with all that data. And in that proposed differential, I always intentionally make two mistakes.  I make a textbook technical error in one of the possible elements of the differential diagnosis, and I have an error of omission. And, you know, I just want to know, does the LLM understand what I’m talking about? And all the good ones out there do now. But then I want to know, can it spot the errors? And then most importantly, is it willing to tell me I’m wrong, that I’ve made a mistake?   That last piece seems really hard for AI today. And so let me ask you first, Seb, because at the time of this taping, of course, there was a new spin of GPT-4o last week that became overly sycophantic. In other words, it was actually prone in that test of mine not only to not tell me I’m wrong, but it actually praised me for the creativity of my differential. [LAUGHTER] What’s up with that?  BUBECK: Yeah, I guess it’s a testament to the fact that training those models is still more of an art than a science. So it’s a difficult job. Just to be clear with the audience, we have rolled back that [LAUGHS] version of GPT-4o, so now we don’t have the sycophant version out there.  Yeah, no, it’s a really difficult question. It has to do … as you said, it’s very technical. It has to do with the post-training and how, like, where do you nudge the model? So, you know, there is this very classical by now technique called RLHF [reinforcement learning from human feedback], where you push the model in the direction of a certain reward model. So the reward model is just telling the model, you know, what behavior is good, what behavior is bad.  But this reward model is itself an LLM, and, you know, Bill was saying at the very beginning of the conversation that we don’t really understand how those LLMs deal with concepts like, you know, where is the capital of France located? Things like that. It is the same thing for this reward model. We don’t know why it says that it prefers one output to another, and whether this is correlated with some sycophancy is, you know, something that we discovered basically just now. That if you push too hard in optimization on this reward model, you will get a sycophant model.  So it’s kind of … what I’m trying to say is we became too good at what we were doing, and we ended up, in fact, in a trap of the reward model.  LEE: I mean, you do want … it’s a difficult balance because you do want models to follow your desires and …  BUBECK: It’s a very difficult, very difficult balance.  LEE: So this brings up then the following question for me, which is the extent to which we think we’ll need to have specially trained models for things. So let me start with you, Bill. Do you have a point of view on whether we will need to, you know, quote-unquote take AI models to med school? Have them specially trained? Like, if you were going to deploy something to give medical care in underserved parts of the world, do we need to do something special to create those models?  GATES: We certainly need to teach them the African languages and the unique dialects so that the multimedia interactions are very high quality. We certainly need to teach them the disease prevalence and unique disease patterns like, you know, neglected tropical diseases and malaria. So we need to gather a set of facts that somebody trying to go for a US customer base, you know, wouldn’t necessarily have that in there.  Those two things are actually very straightforward because the additional training time is small. I’d say for the next few years, we’ll also need to do reinforcement learning about the context of being a doctor and how important certain behaviors are. Humans learn over the course of their life to some degree that, I’m in a different context and the way I behave in terms of being willing to criticize or be nice, you know, how important is it? Who’s here? What’s my relationship to them?   Right now, these machines don’t have that broad social experience. And so if you know it’s going to be used for health things, a lot of reinforcement learning of the very best humans in that context would still be valuable. Eventually, the models will, having read all the literature of the world about good doctors, bad doctors, it’ll understand as soon as you say, “I want you to be a doctor diagnosing somebody.” All of the implicit reinforcement that fits that situation, you know, will be there. LEE: Yeah. GATES: And so I hope three years from now, we don’t have to do that reinforcement learning. But today, for any medical context, you would want a lot of data to reinforce tone, willingness to say things when, you know, there might be something significant at stake.  LEE: Yeah. So, you know, something Bill said, kind of, reminds me of another thing that I think we missed, which is, the context also … and the specialization also pertains to different, I guess, what we still call “modes,” although I don’t know if the idea of multimodal is the same as it was two years ago. But, you know, what do you make of all of the hubbub around—in fact, within Microsoft Research, this is a big deal, but I think we’re far from alone—you know, medical images and vision, video, proteins and molecules, cell, you know, cellular data and so on.  BUBECK: Yeah. OK. So there is a lot to say to everything … to the last, you know, couple of minutes. Maybe on the specialization aspect, you know, I think there is, hiding behind this, a really fundamental scientific question of whether eventually we have a singular AGI [artificial general intelligence] that kind of knows everything and you can just put, you know, explain your own context and it will just get it and understand everything.  That’s one vision. I have to say, I don’t particularly believe in this vision. In fact, we humans are not like that at all. I think, hopefully, we are general intelligences, yet we have to specialize a lot. And, you know, I did myself a lot of RL, reinforcement learning, on mathematics. Like, that’s what I did, you know, spent a lot of time doing that. And I didn’t improve on other aspects. You know, in fact, I probably degraded in other aspects. [LAUGHTER] So it’s … I think it’s an important example to have in mind.  LEE: I think I might disagree with you on that, though, because, like, doesn’t a model have to see both good science and bad science in order to be able to gain the ability to discern between the two?  BUBECK: Yeah, no, that absolutely. I think there is value in seeing the generality, in having a very broad base. But then you, kind of, specialize on verticals. And this is where also, you know, open-weights model, which we haven’t talked about yet, are really important because they allow you to provide this broad base to everyone. And then you can specialize on top of it.  LEE: So we have about three hours of stuff to talk about, but our time is actually running low. BUBECK: Yes, yes, yes.   LEE: So I think I want … there’s a more provocative question. It’s almost a silly question, but I need to ask it of the two of you, which is, is there a future, you know, where AI replaces doctors or replaces, you know, medical specialties that we have today? So what does the world look like, say, five years from now?  GATES: Well, it’s important to distinguish healthcare discovery activity from healthcare delivery activity. We focused mostly on delivery. I think it’s very much within the realm of possibility that the AI is not only accelerating healthcare discovery but substituting for a lot of the roles of, you know, I’m an organic chemist, or I run various types of assays. I can see those, which are, you know, testable-output-type jobs but with still very high value, I can see, you know, some replacement in those areas before the doctor.   The doctor, still understanding the human condition and long-term dialogues, you know, they’ve had a lifetime of reinforcement of that, particularly when you get into areas like mental health. So I wouldn’t say in five years, either people will choose to adopt it, but it will be profound that there’ll be this nearly free intelligence that can do follow-up, that can help you, you know, make sure you went through different possibilities.  And so I’d say, yes, we’ll have doctors, but I’d say healthcare will be massively transformed in its quality and in efficiency by AI in that time period.  LEE: Is there a comparison, useful comparison, say, between doctors and, say, programmers, computer programmers, or doctors and, I don’t know, lawyers?  GATES: Programming is another one that has, kind of, a mathematical correctness to it, you know, and so the objective function that you’re trying to reinforce to, as soon as you can understand the state machines, you can have something that’s “checkable”; that’s correct. So I think programming, you know, which is weird to say, that the machine will beat us at most programming tasks before we let it take over roles that have deep empathy, you know, physical presence and social understanding in them.  LEE: Yeah. By the way, you know, I fully expect in five years that AI will produce mathematical proofs that are checkable for validity, easily checkable, because they’ll be written in a proof-checking language like Lean or something but will be so complex that no human mathematician can understand them. I expect that to happen.   I can imagine in some fields, like cellular biology, we could have the same situation in the future because the molecular pathways, the chemistry, biochemistry of human cells or living cells is as complex as any mathematics, and so it seems possible that we may be in a state where in wet lab, we see, Oh yeah, this actually works, but no one can understand why.  BUBECK: Yeah, absolutely. I mean, I think I really agree with Bill’s distinction of the discovery and the delivery, and indeed, the discovery’s when you can check things, and at the end, there is an artifact that you can verify. You know, you can run the protocol in the wet lab and see [if you have] produced what you wanted. So I absolutely agree with that.   And in fact, you know, we don’t have to talk five years from now. I don’t know if you know, but just recently, there was a paper that was published on a scientific discovery using o3- mini (opens in new tab). So this is really amazing. And, you know, just very quickly, just so people know, it was about this statistical physics model, the frustrated Potts model, which has to do with coloring, and basically, the case of three colors, like, more than two colors was open for a long time, and o3 was able to reduce the case of three colors to two colors.   LEE: Yeah.  BUBECK: Which is just, like, astounding. And this is not … this is now. This is happening right now. So this is something that I personally didn’t expect it would happen so quickly, and it’s due to those reasoning models.   Now, on the delivery side, I would add something more to it for the reason why doctors and, in fact, lawyers and coders will remain for a long time, and it’s because we still don’t understand how those models generalize. Like, at the end of the day, we are not able to tell you when they are confronted with a really new, novel situation, whether they will work or not.  Nobody is able to give you that guarantee. And I think until we understand this generalization better, we’re not going to be willing to just let the system in the wild without human supervision.  LEE: But don’t human doctors, human specialists … so, for example, a cardiologist sees a patient in a certain way that a nephrologist …  BUBECK: Yeah. LEE: … or an endocrinologist might not. BUBECK: That’s right. But another cardiologist will understand and, kind of, expect a certain level of generalization from their peer. And this, we just don’t have it with AI models. Now, of course, you’re exactly right. That generalization is also hard for humans. Like, if you have a human trained for one task and you put them into another task, then you don’t … you often don’t know. LEE: OK. You know, the podcast is focused on what’s happened over the last two years. But now, I’d like one provocative prediction about what you think the world of AI and medicine is going to be at some point in the future. You pick your timeframe. I don’t care if it’s two years or 20 years from now, but, you know, what do you think will be different about AI in medicine in that future than today?  BUBECK: Yeah, I think the deployment is going to accelerate soon. Like, we’re really not missing very much. There is this enormous capability overhang. Like, even if progress completely stopped, with current systems, we can do a lot more than what we’re doing right now. So I think this will … this has to be realized, you know, sooner rather than later.  And I think it’s probably dependent on these benchmarks and proper evaluation and tying this with regulation. So these are things that take time in human society and for good reason. But now we already are at two years; you know, give it another two years and it should be really …   LEE: Will AI prescribe your medicines? Write your prescriptions?  BUBECK: I think yes. I think yes.  LEE: OK. Bill?  GATES: Well, I think the next two years, we’ll have massive pilots, and so the amount of use of the AI, still in a copilot-type mode, you know, we should get millions of patient visits, you know, both in general medicine and in the mental health side, as well. And I think that’s going to build up both the data and the confidence to give the AI some additional autonomy. You know, are you going to let it talk to you at night when you’re panicked about your mental health with some ability to escalate? And, you know, I’ve gone so far as to tell politicians with national health systems that if they deploy AI appropriately, that the quality of care, the overload of the doctors, the improvement in the economics will be enough that their voters will be stunned because they just don’t expect this, and, you know, they could be reelected [LAUGHTER] just on this one thing of fixing what is a very overloaded and economically challenged health system in these rich countries.  You know, my personal role is going to be to make sure that in the poorer countries, there isn’t some lag; in fact, in many cases, that we’ll be more aggressive because, you know, we’re comparing to having no access to doctors at all. And, you know, so I think whether it’s India or Africa, there’ll be lessons that are globally valuable because we need medical intelligence. And, you know, thank god AI is going to provide a lot of that.  LEE: Well, on that optimistic note, I think that’s a good way to end. Bill, Seb, really appreciate all of this.   I think the most fundamental prediction we made in the book is that AI would actually find its way into the practice of medicine, and I think that that at least has come true, maybe in different ways than we expected, but it’s come true, and I think it’ll only accelerate from here. So thanks again, both of you.  [TRANSITION MUSIC]  GATES: Yeah. Thanks, you guys.  BUBECK: Thank you, Peter. Thanks, Bill.  LEE: I just always feel such a sense of privilege to have a chance to interact and actually work with people like Bill and Sébastien.    With Bill, I’m always amazed at how practically minded he is. He’s really thinking about the nuts and bolts of what AI might be able to do for people, and his thoughts about underserved parts of the world, the idea that we might actually be able to empower people with access to expert medical knowledge, I think is both inspiring and amazing.   And then, Seb, Sébastien Bubeck, he’s just absolutely a brilliant mind. He has a really firm grip on the deep mathematics of artificial intelligence and brings that to bear in his research and development work. And where that mathematics takes him isn’t just into the nuts and bolts of algorithms but into philosophical questions about the nature of intelligence.   One of the things that Sébastien brought up was the state of evaluation of AI systems. And indeed, he was fairly critical in our conversation. But of course, the world of AI research and development is just moving so fast, and indeed, since we recorded our conversation, OpenAI, in fact, released a new evaluation metric that is directly relevant to medical applications, and that is something called HealthBench. And Microsoft Research also released a new evaluation approach or process called ADeLe.   HealthBench and ADeLe are examples of new approaches to evaluating AI models that are less about testing their knowledge and ability to pass multiple-choice exams and instead are evaluation approaches designed to assess how well AI models are able to complete tasks that actually arise every day in typical healthcare or biomedical research settings. These are examples of really important good work that speak to how well AI models work in the real world of healthcare and biomedical research and how well they can collaborate with human beings in those settings.  You know, I asked Bill and Seb to make some predictions about the future. You know, my own answer, I expect that we’re going to be able to use AI to change how we diagnose patients, change how we decide treatment options.   If you’re a doctor or a nurse and you encounter a patient, you’ll ask questions, do a physical exam, you know, call out for labs just like you do today, but then you’ll be able to engage with AI based on all of that data and just ask, you know, based on all the other people who have gone through the same experience, who have similar data, how were they diagnosed? How were they treated? What were their outcomes? And what does that mean for the patient I have right now? Some people call it the “patients like me” paradigm. And I think that’s going to become real because of AI within our lifetimes. That idea of really grounding the delivery in healthcare and medical practice through data and intelligence, I actually now don’t see any barriers to that future becoming real.  [THEME MUSIC]  I’d like to extend another big thank you to Bill and Sébastien for their time. And to our listeners, as always, it’s a pleasure to have you along for the ride. I hope you’ll join us for our remaining conversations, as well as a second coauthor roundtable with Carey and Zak.   Until next time.   [MUSIC FADES]
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  • Call of Duty bosses offer top gunplay tips for Ballerina movie fans in Black Ops 6

    Activision has included movie assassin Ballerina in the latest multiplayer version of Black Ops 6 and here they are exclusively offering Daily Star readers their top tips to become a gun heroTech17:04, 13 Jun 2025Ballerina in Call of DutyJohn Wick movie Ballerina has take over Call of Duty and the bods behind the game have given us some top tips on how to become the shooter king.The movie follows actress Ana de Armas as protagonist badass assassin Eve Macarro as she takes on all kinds of baddies alongside Keanu Reeve’s anti-hero John Wick.‌And to celebrate the silver screen success, Activision has included Eve, aka Ballerina, into Black Ops 6 as a playable online character cmplete with her own guns, finishing move and load screen as a downloadable add-on.‌But how can you, like Ana herself, become the star of mass destruction in the PS5 and Xbox game?The makers of Call of Duty have offered Daily Star readers these exclusive tips for online multiplayer mayhem in the game…Fire your guns as Ana de ArmasArticle continues belowEmbrace the Ruska Rogue : Don the "Ruska Rogue" Operator Skin for a sleek, black tactical look that screams stealth and deadly efficiency. Blend into the shadows and strike with calculated precision. You can adopt a minimalist, all-black approach to your loadout and Operator selection, channeling Wick's understated lethality. Remember, sometimes the most dangerous players are the ones you barely notice.Know Your Armoury : Equip the "Relevé" AK-74, "Plié" Saug, or "Arabesque" 9MM PM, all featuring High Table Coin Tracers and Death FX. Not only will you look good, but you'll also send a message: your enemies are just currency in your quest for victory . Aim for headshots to maximise your impact and conserve ammo. Use the AK-74 for mid-range engagements, the Saug for close-quarters dominance, and the 9MM PM as a reliable sidearm.‌Dance With Death, Literally: Master the "Dance With Death" Finishing Move. Nothing is more demoralising than eliminating an opponent with a graceful, yet brutal, execution. Use it strategically when you're sure you're safe from interruption. However, don't get caught up in the theatrics . Like Macarro, seek tactical reloads after every engagement, ensuring you're always ready for the next threat.Black Ops 6 has a fantastic multiplayer suite‌Pirouette to Victory : Utilise the "Pirouette" Emote to taunt your fallen foes. A well-timed pirouette can tilt the mental game in your favour, especially after a clutch play. But remember, survival is paramount . Know when to disengage and reposition, just like Ballerina. A tactical retreat can be just as effective as a head-on assault.Article continues belowCharm Your Way to the Top : Equip the "Keepsake" Weapon Charm as a reminder of your mission and to add a touch of personal flair to your weapon. Small details can make a big difference in your gameplay and standing in the lobby. Furthermore, master your weapon . An assassin knows the ins and outs of every firearm he or she uses. Practice with different weapons to find what suits your play style and become proficient with it.Know Your Role: Just like a ballerina needs to know their choreography, understand your role on the team. Are you the aggressive fragger, the objective player, or the support specialist? Tailor your loadout and play style to maximise your contribution to the team's success. Remember, even the most elegant ballerina needs a solid foundation. Use cover, listen for footsteps, and anticipate enemy movements. Situational awareness is key to survival.
    #call #duty #bosses #offer #top
    Call of Duty bosses offer top gunplay tips for Ballerina movie fans in Black Ops 6
    Activision has included movie assassin Ballerina in the latest multiplayer version of Black Ops 6 and here they are exclusively offering Daily Star readers their top tips to become a gun heroTech17:04, 13 Jun 2025Ballerina in Call of DutyJohn Wick movie Ballerina has take over Call of Duty and the bods behind the game have given us some top tips on how to become the shooter king.The movie follows actress Ana de Armas as protagonist badass assassin Eve Macarro as she takes on all kinds of baddies alongside Keanu Reeve’s anti-hero John Wick.‌And to celebrate the silver screen success, Activision has included Eve, aka Ballerina, into Black Ops 6 as a playable online character cmplete with her own guns, finishing move and load screen as a downloadable add-on.‌But how can you, like Ana herself, become the star of mass destruction in the PS5 and Xbox game?The makers of Call of Duty have offered Daily Star readers these exclusive tips for online multiplayer mayhem in the game…Fire your guns as Ana de ArmasArticle continues belowEmbrace the Ruska Rogue : Don the "Ruska Rogue" Operator Skin for a sleek, black tactical look that screams stealth and deadly efficiency. Blend into the shadows and strike with calculated precision. You can adopt a minimalist, all-black approach to your loadout and Operator selection, channeling Wick's understated lethality. Remember, sometimes the most dangerous players are the ones you barely notice.Know Your Armoury : Equip the "Relevé" AK-74, "Plié" Saug, or "Arabesque" 9MM PM, all featuring High Table Coin Tracers and Death FX. Not only will you look good, but you'll also send a message: your enemies are just currency in your quest for victory . Aim for headshots to maximise your impact and conserve ammo. Use the AK-74 for mid-range engagements, the Saug for close-quarters dominance, and the 9MM PM as a reliable sidearm.‌Dance With Death, Literally: Master the "Dance With Death" Finishing Move. Nothing is more demoralising than eliminating an opponent with a graceful, yet brutal, execution. Use it strategically when you're sure you're safe from interruption. However, don't get caught up in the theatrics . Like Macarro, seek tactical reloads after every engagement, ensuring you're always ready for the next threat.Black Ops 6 has a fantastic multiplayer suite‌Pirouette to Victory : Utilise the "Pirouette" Emote to taunt your fallen foes. A well-timed pirouette can tilt the mental game in your favour, especially after a clutch play. But remember, survival is paramount . Know when to disengage and reposition, just like Ballerina. A tactical retreat can be just as effective as a head-on assault.Article continues belowCharm Your Way to the Top : Equip the "Keepsake" Weapon Charm as a reminder of your mission and to add a touch of personal flair to your weapon. Small details can make a big difference in your gameplay and standing in the lobby. Furthermore, master your weapon . An assassin knows the ins and outs of every firearm he or she uses. Practice with different weapons to find what suits your play style and become proficient with it.Know Your Role: Just like a ballerina needs to know their choreography, understand your role on the team. Are you the aggressive fragger, the objective player, or the support specialist? Tailor your loadout and play style to maximise your contribution to the team's success. Remember, even the most elegant ballerina needs a solid foundation. Use cover, listen for footsteps, and anticipate enemy movements. Situational awareness is key to survival. #call #duty #bosses #offer #top
    WWW.DAILYSTAR.CO.UK
    Call of Duty bosses offer top gunplay tips for Ballerina movie fans in Black Ops 6
    Activision has included movie assassin Ballerina in the latest multiplayer version of Black Ops 6 and here they are exclusively offering Daily Star readers their top tips to become a gun heroTech17:04, 13 Jun 2025Ballerina in Call of DutyJohn Wick movie Ballerina has take over Call of Duty and the bods behind the game have given us some top tips on how to become the shooter king.The movie follows actress Ana de Armas as protagonist badass assassin Eve Macarro as she takes on all kinds of baddies alongside Keanu Reeve’s anti-hero John Wick.‌And to celebrate the silver screen success, Activision has included Eve, aka Ballerina, into Black Ops 6 as a playable online character cmplete with her own guns, finishing move and load screen as a downloadable add-on.‌But how can you, like Ana herself, become the star of mass destruction in the PS5 and Xbox game?The makers of Call of Duty have offered Daily Star readers these exclusive tips for online multiplayer mayhem in the game…Fire your guns as Ana de Armas(Image: Activision)Article continues belowEmbrace the Ruska Rogue : Don the "Ruska Rogue" Operator Skin for a sleek, black tactical look that screams stealth and deadly efficiency. Blend into the shadows and strike with calculated precision. You can adopt a minimalist, all-black approach to your loadout and Operator selection, channeling Wick's understated lethality. Remember, sometimes the most dangerous players are the ones you barely notice.Know Your Armoury : Equip the "Relevé" AK-74, "Plié" Saug, or "Arabesque" 9MM PM, all featuring High Table Coin Tracers and Death FX. Not only will you look good, but you'll also send a message: your enemies are just currency in your quest for victory . Aim for headshots to maximise your impact and conserve ammo. Use the AK-74 for mid-range engagements, the Saug for close-quarters dominance, and the 9MM PM as a reliable sidearm.‌Dance With Death, Literally (and Tactically Reload) : Master the "Dance With Death" Finishing Move. Nothing is more demoralising than eliminating an opponent with a graceful, yet brutal, execution. Use it strategically when you're sure you're safe from interruption. However, don't get caught up in the theatrics . Like Macarro, seek tactical reloads after every engagement, ensuring you're always ready for the next threat.Black Ops 6 has a fantastic multiplayer suite‌Pirouette to Victory : Utilise the "Pirouette" Emote to taunt your fallen foes (sparingly, of course!). A well-timed pirouette can tilt the mental game in your favour, especially after a clutch play. But remember, survival is paramount . Know when to disengage and reposition, just like Ballerina. A tactical retreat can be just as effective as a head-on assault.Article continues belowCharm Your Way to the Top : Equip the "Keepsake" Weapon Charm as a reminder of your mission and to add a touch of personal flair to your weapon. Small details can make a big difference in your gameplay and standing in the lobby. Furthermore, master your weapon . An assassin knows the ins and outs of every firearm he or she uses. Practice with different weapons to find what suits your play style and become proficient with it.Know Your Role (and Your Surroundings) : Just like a ballerina needs to know their choreography, understand your role on the team. Are you the aggressive fragger, the objective player, or the support specialist? Tailor your loadout and play style to maximise your contribution to the team's success. Remember, even the most elegant ballerina needs a solid foundation. Use cover, listen for footsteps, and anticipate enemy movements. Situational awareness is key to survival.
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  • 30 Best Architecture and Design Firms in New Zealand

    These annual rankings were last updated on June 13, 2025. Want to see your firm on next year’s list? Continue reading for more on how you can improve your studio’s ranking.
    New Zealand is a one-of-a-kind island in the Pacific, famous for its indigenous Maori architecture. The country has managed to preserve an array of historical aboriginal ruins, such as maraeand wharenui, despite its European colonization during the 19th century.
    Apart from the country’s ancient ruins, New Zealand is also home to several notable architectural landmarks like the famous Sky Tower piercing the Auckland skyline to the organic forms of the Te Papa Tongarewa Museum in Wellington. Renowned architects like Sir Ian Athfield, whose works blend modernist principles with a deep respect for the natural landscape, have left an indelible mark on the country’s architectural legacy.
    Being home to a stunning tropical landscape, New Zealand architects have developed eco-friendly residential designs that harness the power of renewable energy as well as visionary urban developments prioritizing livability and connectivity. A notable example is Turanga Central Library in Christchurch, a project that exceeds all eco-friendly design standards and benchmark emissions. Finally, concepts like passive design are increasingly becoming standard practice in architectural circles.
    With so many architecture firms to choose from, it’s challenging for clients to identify the industry leaders that will be an ideal fit for their project needs. Fortunately, Architizer is able to provide guidance on the top design firms in New Zealand based on more than a decade of data and industry knowledge.
    How are these architecture firms ranked?
    The following ranking has been created according to key statistics that demonstrate each firm’s level of architectural excellence. The following metrics have been accumulated to establish each architecture firm’s ranking, in order of priority:

    The number of A+Awards wonThe number of A+Awards finalistsThe number of projects selected as “Project of the Day”The number of projects selected as “Featured Project”The number of projects uploaded to ArchitizerEach of these metrics is explained in more detail at the foot of this article. This ranking list will be updated annually, taking into account new achievements of New Zealand architecture firms throughout the year.
    Without further ado, here are the 30 best architecture firms in New Zealand:

    30. CoLab Architecture

    © CoLab Architecture Ltd

    CoLab Architecture is a small practice of two directors, Tobin Smith and Blair Paterson, based in Christchurch New Zealand. Tobin is a creative designer with a wealth of experience in the building industry. Blair is a registered architect and graduate from the University of Auckland.
    “We like architecture to be visually powerful, intellectually elegant, and above all timeless. For us, timeless design is achieved through simplicity and strength of concept — in other words, a single idea executed beautifully with a dedication to the details. We strive to create architecture that is conscious of local climateand the environment.”
    Some of CoLab Architecture’s most prominent projects include:

    Urban Cottage, Christchurch, New Zealand

    The following statistics helped CoLab Architecture Ltd achieve 30th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    1

    Total Projects
    1

    29. Paul Whittaker

    © Paul Whittaker

    Paul Whittaker is an architecture firm based in New Zealand. Its work revolves around residential architecture.
    Some of Paul Whittaker’s most prominent projects include:

    Whittaker Cube, Kakanui, New Zealand

    The following statistics helped Paul Whittaker achieve 29th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    1

    Total Projects
    1

    28. Space Division

    © Simon Devitt Photographer

    Space Division is a boutique architectural practice that aims to positively impact the lives and environment of its clients and their communities by purposefully producing quality space. We believe our name reflects both the essence of what we do, but also how we strive to do it – succinctly and simply. Our design process is inclusive and client focused with their desires, physical constraints, budgets, time frames, compliance and construction processes all carefully considered and incorporated into our designs.
    Space Division has successfully applied this approach to a broad range of project types within the field of architecture, ranging from commercial developments, urban infrastructure to baches, playhouses and residential homes. Space Divisions team is committed to delivering a very personal and complete service to each of their clients, at each stage of the process. To assist in achieving this Space Division collaborates with a range of trusted technical specialists, based on the specific needs of our client. Which ensures we stay focussed, passionate agile and easily scalable.
    Some of Space Division’s most prominent projects include:

    Stradwick House, Auckland, New Zealand

    The following statistics helped Space Division achieve 28th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    1

    Total Projects
    1

    27. Sumich Chaplin Architects

    © Sumich Chaplin Architects

    Sumich Chaplin Architects undertake to provide creative, enduring architectural design based on a clear understanding and interpretation of a client’s brief. We work with an appreciation and respect for the surrounding landscape and environment.
    Some of Sumich Chaplin Architects’ most prominent projects include:

    Millbrook House, Arrowtown, New Zealand

    The following statistics helped Sumich Chaplin Architects achieve 27th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    1

    Total Projects
    1

    26. Daniel Marshall Architects

    © Simon Devitt Photographer

    Daniel Marshall Architectsis an Auckland based practice who are passionate about designing high quality and award winning New Zealand architecture. Our work has been published in periodicals and books internationally as well as numerous digital publications. Daniel leads a core team of four individually accomplished designers who skillfully collaborate to resolve architectural projects from their conception through to their occupation.
    DMA believe architecture is a ‘generalist’ profession which engages with all components of an architectural project; during conceptual design, documentation and construction phases.  We pride ourselves on being able to holistically engage with a complex of architectural issues to arrive at a design solution equally appropriate to its contextand the unique ways our clients prefer to live.
    Some of Daniel Marshall Architects’ most prominent projects include:

    Lucerne, Auckland, New Zealand
    House in Herne Bay, Herne Bay, Auckland, New Zealand

    The following statistics helped Daniel Marshall Architects achieve 26th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    1

    Total Projects
    2

    25. AW Architects

    © AW Architects

    Creative studio based in Christchurch, New Zealand. AW-ARCH is committed to an inclusive culture where everyone is encouraged to share their perspectives – our partners, our colleagues and our clients. Our team comes from all over the globe, bringing with them a variety of experiences. We embrace the differences that shape people’s lives, including race, ethnicity, identity and ability. We come together around the drawing board, the monitor, and the lunch table, immersed in the free exchange of ideas and synthesizing the diverse viewpoints of creative people, which stimulates innovative design and makes our work possible.
    Mentorship is key to engagement within AW-ARCH, energizing our studio and feeding invention. It’s our social and professional responsibility and helps us develop and retain a dedicated team. This includes offering internships that introduce young people to our profession, as well as supporting opportunities for our people outside the office — teaching, volunteering and exploring.
    Some of AW Architects’ most prominent projects include:

    OCEAN VIEW TERRACE HOUSE, Christchurch, New Zealand
    212 CASHEL STREET, Christchurch, New Zealand
    LAKE HOUSE, Queenstown, New Zealand
    RIVER HOUSE, Christchurch, New Zealand
    HE PUNA TAIMOANA, Christchurch, New Zealand

    The following statistics helped AW Architects achieve 25th place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Finalist
    1

    Total Projects
    9

    24. Archimedia

    © Patrick Reynolds

    Archimedia is a New Zealand architecture practice with NZRAB and green star accredited staff, offering design services in the disciplines of architecture, interiors and ecology. Delivering architecture involves intervention in both natural eco-systems and the built environment — the context within which human beings live their lives.
    Archimedia uses the word “ecology” to extend the concept of sustainability to urban design and master planning and integrates this holistic strategy into every project. Archimedia prioritizes client project requirements, functionality, operational efficiency, feasibility and programme.
    Some of Archimedia’s most prominent projects include:

    Te Oro, Auckland, New Zealand
    Auckland Art Gallery Toi o Tamaki, Auckland, New Zealand
    Hekerua Bay Residence, New Zealand
    Eye Institute , Remuera, Auckland, New Zealand
    University of Auckland Business School, Auckland, New Zealand

    The following statistics helped Archimedia achieve 24th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    1

    Total Projects
    25

    23. MC Architecture Studio

    © MC Architecture Studio Ltd

    The studio’s work, questioning the boundary between art and architecture, provides engaging and innovative living space with the highest sustainability standard. Design solutions are tailored on client needs and site’s characteristics. Hence the final product will be unique and strongly related to the context and wider environment.
    On a specific-project basis, the studio, maintaining the leadership of the whole process, works in a network with local and international practices to achieve the best operational efficiency and local knowledge worldwide to accommodate the needs of a big scale project or specific requirements.
    Some of MC Architecture Studio’s most prominent projects include:

    Cass Bay House, Cass Bay, Lyttelton, New Zealand
    Ashburton Alteration, Ashburton, New Zealand
    restaurant/cafe, Ovindoli, Italy
    Private Residence, Christchurch, New Zealand
    Private Residence, Christchurch, New Zealand

    The following statistics helped MC Architecture Studio Ltd achieve 23rd place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    2

    Total Projects
    19

    22. Architecture van Brandenburg

    © Architecture van Brandenburg

    Van Brandenburg is a design focused studio for architecture, landscape architecture, urbanism, and product design with studios in Queenstown and Dunedin, New Zealand. With global reach Van Brandenburg conducts themselves internationally, where the team of architects, designers and innovators create organic built form, inspired by nature, and captured by curvilinear design.
    Some of Architecture van Brandenburg’s most prominent projects include:

    Marisfrolg Fashion Campus, Shenzhen, China

    The following statistics helped Architecture van Brandenburg achieve 22nd place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    1

    Featured Projects
    1

    Total Projects
    1

    21. MacKayCurtis

    © MacKayCurtis

    MacKay Curtis is a design led practice with a mission to create functional architecture of lasting beauty that enhances peoples lives.
    Some of MacKayCurtis’ most prominent projects include:

    Mawhitipana House, Auckland, New Zealand

    The following statistics helped MacKayCurtis achieve 21st place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    1

    Featured Projects
    1

    Total Projects
    1

    20. Gerrad Hall Architects

    © Gerrad Hall Architects

    We aspire to create houses that are a joyful sensory experience.
    Some of Gerrad Hall Architects’ most prominent projects include:

    Inland House, Mangawhai, New Zealand
    Herne Bay Villa Alteration, Auckland, New Zealand

    The following statistics helped Gerrad Hall Architects achieve 20th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    2

    Total Projects
    2

    19. Dorrington Atcheson Architects

    © Dorrington Atcheson Architects

    Dorrington Atcheson Architects was founded as Dorrington Architects & Associates was formed in 2010, resulting in a combined 20 years of experience in the New Zealand architectural market. We’re a boutique architecture firm working on a range of projects and budgets. We love our work, we pride ourselves on the work we do and we enjoy working with our clients to achieve a result that resolves their brief.
    The design process is a collaborative effort, working with the client, budget, site and brief, to find unique solutions that solve the project at hand. The style of our projects are determined by the site and the budget, with a leaning towards contemporary modernist design, utilizing a rich natural material palette, creating clean and tranquil spaces.
    Some of Dorrington Atcheson Architects’ most prominent projects include:

    Lynch Street
    Coopers Beach House, Coopers Beach, New Zealand
    Rutherford House, Tauranga Taupo, New Zealand
    Winsomere Cres
    Kathryn Wilson Shoebox, Auckland, New Zealand

    The following statistics helped Dorrington Atcheson Architects achieve 19th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    2

    Total Projects
    14

    18. Andrew Barre Lab

    © Marcela Grassi

    Andrew Barrie Lab is an architectural practice that undertakes a diverse range of projects. We make buildings, books, maps, classes, exhibitions and research.
    Some of Andrew Barre Lab’s most prominent projects include:

    Learning from Trees, Venice, Italy

    The following statistics helped Andrew Barre Lab achieve 18th place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Finalist
    2

    Featured Projects
    1

    Total Projects
    1

    17. Warren and Mahoney

    © Simon Devitt Photographer

    Warren and Mahoney is an insight led multidisciplinary architectural practice with six locations functioning as a single office. Our clients and projects span New Zealand, Australia and the Pacific Rim. The practice has over 190 people, comprising of specialists working across the disciplines of architecture, workplace, masterplanning, urban design and sustainable design. We draw from the wider group for skills and experience on every project, regardless of the location.
    Some of Warren and Mahoney’s most prominent projects include:

    MIT Manukau & Transport Interchange, Auckland, New Zealand
    Carlaw Park Student Accommodation, Auckland, New Zealand
    Pt Resolution Footbridge, Auckland, New Zealand
    Isaac Theatre Royal, Christchurch, New Zealand
    University of Auckland Recreation and Wellness Centre, Auckland, New Zealand

    The following statistics helped Warren and Mahoney achieve 17th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    2

    Total Projects
    5

    16. South Architects Limited

    © South Architects Limited

    Led by Craig South, our friendly professional team is dedicated to crafting for uniqueness and producing carefully considered architecture that will endure and be loved. At South Architects, every project has a unique story. This story starts and ends with our clients, whose values and aspirations fundamentally empower and inspire our whole design process.
    Working together with our clients is pivotal to how we operate and we share a passion for innovation in design. We invite you to meet us and explore what we can do for you. As you will discover, our client focussed process is thorough, robust and responsive. We see architecture as the culmination of a journey with you.
    Some of South Architects Limited’s most prominent projects include:

    Three Gables, Christchurch, New Zealand
    Concrete Copper Home, Christchurch, New Zealand
    Driftwood Home, Christchurch, New Zealand
    Half Gable Townhouses, Christchurch, New Zealand
    Kilmore Street, Christchurch, New Zealand

    The following statistics helped South Architects Limited achieve 16th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    3

    Total Projects
    6

    15. Pac Studio

    © Pac Studio

    Pac Studio is an ideas-driven design office, committed to intellectual and artistic rigor and fueled by a strong commitment to realizing ideas in the world. We believe a thoughtful and inclusive approach to design, which puts people at the heart of any potential solution, is the key to compelling and positive architecture.
    Through our relationships with inter-related disciplines — furniture, art, landscape and academia — we can create a whole that is greater than the sum of its parts. We are open to unconventional propositions. We are architects and designers with substantial experience delivering highly awarded architectural projects on multiple scales.
    Some of Pac Studio’s most prominent projects include:

    Space Invader, Auckland, New Zealand
    Split House, Auckland, New Zealand
    Yolk House, Auckland, New Zealand
    Wanaka Crib, Wanaka, New Zealand
    Pahi House, Pahi, New Zealand

    The following statistics helped Pac Studio achieve 15th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    3

    Total Projects
    8

    14. Jasmax

    © Jasmax

    Jasmax is one of New Zealand’s largest and longest established architecture and design practices. With over 250 staff nationwide, the practice has delivered some of the country’s most well known projects, from the Museum of New Zealand Te Papa Tongarewa to major infrastructure and masterplanning projects such as Auckland’s Britomart Station.
    From our four regional offices, the practice works with clients, stakeholders and communities across the following sectors: commercial, cultural and civic, education, infrastructure, health, hospitality, retail, residential, sports and recreation, and urban design.
    Environmentally sustainable design is part of everything we do, and we were proud to work with Ngāi Tūhoe to design one of New Zealand’s most advanced sustainable buildings, Te Uru Taumatua; which has been designed to the stringent criteria of the International Living Future Institute’s Living Building Challenge.
    Some of Jasmax’s most prominent projects include:

    The Surf Club at Muriwai, Muriwai, New Zealand
    Auckland University Mana Hauora Building, Auckland, New Zealand
    The Fonterra Centre, Auckland, New Zealand
    Auckland University of Technology Sir Paul Reeves Building , Auckland, New Zealand
    NZI Centre, Auckland, New Zealand

    The following statistics helped Jasmax achieve 14th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    3

    Total Projects
    21

    13. Condon Scott Architects

    © Condon Scott Architects

    Condon Scott Architects is a boutique, award-winning NZIA registered architectural practice based in Wānaka, New Zealand. Since inception 35 years ago, Condon Scott Architects has been involved in a wide range of high end residential and commercial architectural projects throughout Queenstown, Wānaka, the Central Otago region and further afield.
    Director Barry Condonand principal Sarah Scott– both registered architects – work alongside a highly skilled architectural team to deliver a full design and construction management service. This spans from initial concept design right through to tender management and interior design.
    Condon Scott Architect’s approach is to view each commission as a bespoke and site specific project, capitalizing on the unique environmental conditions and natural surroundings that are so often evident in this beautiful part of the world.
    Some of Condon Scott Architects’ most prominent projects include:

    Sugi House, Wānaka, New Zealand
    Wanaka Catholic Church, Wanaka, New Zealand
    Mount Iron Barn, Wanaka, New Zealand
    Bendigo Terrace House, New Zealand
    Bargour Residence, Wanaka, New Zealand

    The following statistics helped Condon Scott Architects achieve 13th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    4

    Total Projects
    17

    12. Glamuzina Paterson Architects

    © Glamuzina Paterson Architects

    Glamuzina Architects is an Auckland based practice established in 2014. We strive to produce architecture that is crafted, contextual and clever. Rather than seeking a particular outcome we value a design process that is rigorous and collaborative.
    When designing we look to the context of a project beyond just its immediate physical location to the social, political, historical and economic conditions of place. This results in architecture that is uniquely tailored to the context it sits within.
    We work on many different types of projects across a range of scales; from small interiors to large public buildings. Regardless of a project’s budget we always prefer to work smart, using a creative mix of materials, light and volume in preference to elaborate finishes or complex detailing.
    Some of Glamuzina Paterson Architects’ most prominent projects include:

    Lake Hawea Courtyard House, Otago, New Zealand
    Blackpool House, Auckland, New Zealand
    Brick Bay House, Auckland, New Zealand
    Giraffe House, Auckland, New Zealand
    Giraffe House, Auckland, New Zealand

    The following statistics helped Glamuzina Paterson Architects achieve 12th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    4

    Total Projects
    5

    11. Cheshire Architects

    © Patrick Reynolds

    Cheshire Architects does special projects, irrespective of discipline, scale or type. The firm moves fluidly from luxury retreat to city master plan to basement cocktail den, shaping every aspect of an environment in pursuit of the extraordinary.
    Some of Cheshire Architects’ most prominent projects include:

    Rore kahu, Te Tii, New Zealand
    Eyrie, New Zealand
    Milse, Takanini, New Zealand

    The following statistics helped Cheshire Architects achieve 11th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    3

    Total Projects
    3

    10. Patterson Associates

    © Patterson Associates

    Pattersons Associates Architects began its creative story with architect Andrew Patterson in 1986 whose early work on New Zealand’s unspoiled coasts, explores relationships between people and landscape to create a sense of belonging. The architecture studio started based on a very simple idea; if a building can feel like it naturally ‘belongs,’ or fits logically in a place, to an environment, a time and culture, then the people that inhabit the building will likely feel a sense of belonging there as well. This methodology connects theories of beauty, confidence, economy and comfort.
    In 2004 Davor Popadich and Andrew Mitchell joined the firm as directors, taking it to another level of creative exploration and helping it grow into an architecture studio with an international reputation.
    Some of Patterson Associates’ most prominent projects include:

    Seascape Retreat, Canterbury, New Zealand
    The Len Lye Centre, New Plymouth, New Zealand
    Country House in the City, Auckland, New Zealand
    Scrubby Bay House, Canterbury, New Zealand
    Parihoa House, Auckland, New Zealand

    The following statistics helped Patterson Associates achieve 10th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    5

    Total Projects
    5

    9. Team Green Architects

    © Team Green Architects

    Established in 2013 by Sian Taylor and Mark Read, Team Green Architects is a young committed practice focused on designing energy efficient buildings.
    Some of Team Green Architects’ most prominent projects include:

    Dalefield Guest House, Queenstown, New Zealand
    Olive Grove House, Cromwell, New Zealand
    Hawthorn House, Queenstown, New Zealand
    Frankton House, Queenstown, New Zealand
    Contemporary Sleepout, Arthurs Point, New Zealand

    The following statistics helped Team Green Architects achieve 9th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    5

    Total Projects
    7

    8. Creative Arch

    © Creative Arch

    Creative Arch is an award-winning, multi-disciplined architectural design practice, founded in 1998 by architectural designer and director Mark McLeay. The range of work at Creative Arch is as diverse as our clients, encompassing residential homes, alterations and renovations, coastal developments, sub-division developments, to commercial projects.
    The team at Creative Arch are an enthusiastic group of talented professional architects and architectural designers, with a depth of experience, from a range of different backgrounds and cultures. Creative Arch is a client-focused firm committed to providing excellence in service, culture and project outcomes.
    Some of Creative Arch’s most prominent projects include:

    Rothesay Bay House, North Shore, New Zealand
    Best Pacific Institute of Education, Auckland, New Zealand
    Sumar Holiday Home, Whangapoua, New Zealand
    Cook Holiday Home, Omaha, New Zealand
    Arkles Bay Residence, Whangaparaoa, New Zealand

    The following statistics helped Creative Arch achieve 8th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    5

    Total Projects
    18

    7. Crosson Architects

    © Crosson Architects

    At Crosson Architects we are constantly striving to understand what is motivating the world around us.
    Some of Crosson Architects’ most prominent projects include:

    Hut on Sleds, Whangapoua, New Zealand
    Te Pae North Piha Surf Lifesaving Tower, Auckland, New Zealand
    Coromandel Bach, Coromandel, New Zealand
    Tutukaka House, Tutukaka, New Zealand
    St Heliers House, Saint Heliers, Auckland, New Zealand

    The following statistics helped Crosson Architects achieve 7th place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    1

    A+Awards Finalist
    2

    Featured Projects
    4

    Total Projects
    6

    6. Bossley Architects

    © Bossley Architects

    Bossley Architects is an architectural and interior design practice with the express purpose of providing intense input into a deliberately limited number of projects. The practice is based on the belief that innovative yet practical design is essential for the production of good buildings, and that the best buildings spring from an open and enthusiastic collaboration between architect, client and consultants.
    We have designed a wide range of projects including commercial, institutional and residential, and have amassed special expertise in the field of art galleries and museums, residential and the restaurant/entertainment sector. Whilst being very much design focused, the practice has an overriding interest in the pragmatics and feasibility of construction.
    Some of Bossley Architects’ most prominent projects include:

    Ngā Hau Māngere -Old Māngere Bridge Replacement, Auckland, New Zealand
    Arruba, Waiuku, New Zealand
    Brown Vujcich House
    Voyager NZ Maritime Museum
    Omana Luxury Villas, Auckland, New Zealand

    The following statistics helped Bossley Architects achieve 6th place in the 30 Best Architecture Firms in New Zealand:

    Featured Projects
    6

    Total Projects
    21

    5. Smith Architects

    © Simon Devitt Photographer

    Smith Architects is an award-winning international architectural practice creating beautiful human spaces that are unique, innovative and sustainable through creativity, refinement and care. Phil and Tiffany Smith established the practice in 2007. We have spent more than two decades striving to understand what makes some buildings more attractive than others, in the anticipation that it can help us design better buildings.
    Some of Smith Architects’ most prominent projects include:

    Kakapo Creek Children’s Garden, Mairangi Bay, Auckland, New Zealand
    New Shoots Children’s Centre, Kerikeri, Kerikeri, New Zealand
    GaiaForest Preschool, Manurewa, Auckland, New Zealand
    Chrysalis Childcare, Auckland, New Zealand
    House of Wonder, Cambridge, Cambridge, New Zealand

    The following statistics helped Smith Architects achieve 5th place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Finalist
    1

    Featured Projects
    6

    Total Projects
    23

    4. Monk Mackenzie

    © Monk Mackenzie

    Monk Mackenzie is an architecture and design firm based in New Zealand. Monk Mackenzie’s design portfolio includes a variety of architectural projects, such as transport and infrastructure, hospitality and sport, residential, cultural and more.
    Some of Monk Mackenzie’s most prominent projects include:

    X HOUSE, Queenstown, New Zealand
    TURANGANUI BRIDGE, Gisborne, New Zealand
    VIVEKANANDA BRIDGE
    EDITION
    Canada Street Bridge, Auckland, New Zealand

    The following statistics helped Monk Mackenzie achieve 4th place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    2

    A+Awards Finalist
    4

    Featured Projects
    4

    Total Projects
    17

    3. Irving Smith Architects

    © Irving Smith Architects

    Irving Smith Jackhas been developed as a niche architecture practice based in Nelson, but working in a variety of sensitive environments and contexts throughout New Zealand. ISJ demonstrates an ongoing commitment to innovative, sustainable and researched based design , backed up by national and international award and publication recognition, ongoing research with both the Universities of Canterbury and Auckland, and regular invitations to lecture on their work.
    Timber Awards include NZ’s highest residential, commercial and engineering timber designs. Key experience, ongoing research and work includes developing structural timber design solutions in the aftermath of the Canterbury earthquakes. Current projects include cultural, urban, civic and residential projects spread throughout New Zealand, and recently in the United States and France.
    Some of Irving Smith Architects’ most prominent projects include:

    SCION Innovation Hub – Te Whare Nui o Tuteata, Rotorua, New Zealand
    Mountain Range House, Brightwater, New Zealand
    Alexandra Tent House, Wellington, New Zealand
    Te Koputu a te Whanga a Toi : Whakatane Library & Exhibition Centre, Whakatane, New Zealand
    offSET Shed House, Gisborne, New Zealand

    The following statistics helped Irving Smith Architects achieve 3rd place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    2

    A+Awards Finalist
    1

    Featured Projects
    6

    Total Projects
    13

    2. Fearon Hay Architects

    © Fearon Hay Architects

    Fearon Hay is a design-led studio undertaking a broad range of projects in diverse environments, the firm is engaged in projects on sites around the world. Tim Hay and Jeff Fearon founded the practice in 1993 as a way to enable their combined involvement in the design and delivery of each project. Together, they lead an international team of experienced professionals.
    The studio approached every project with a commitment to design excellence, a thoughtful consideration of site and place, and an inventive sense of creativity. Fearon Hay enjoys responding to a range of briefs: Commercial projects for office and workplace, complex heritage environments, public work within the urban realm or wider landscape, private dwellings and detailed bespoke work for hospitality and interior environments.
    Some of Fearon Hay Architects’ most prominent projects include:

    Bishop Hill The Camp, Tawharanui Peninsula, New Zealand
    Matagouri, Queenstown, New Zealand
    Alpine Terrace House, Queenstown, New Zealand
    Island Retreat, Auckland, New Zealand
    Bishop Selwyn Chapel, Auckland, New Zealand

    The following statistics helped Fearon Hay Architects achieve 2nd place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    2

    A+Awards Finalist
    3

    Featured Projects
    8

    Total Projects
    17

    1. RTA Studio

    © RTA Studio

    Richard Naish founded RTA Studio in 1999 after a successful career with top practices in London and Auckland. We are a practice that focuses on delivering exceptional design with a considered and personal service. Our work aims to make a lasting contribution to the urban and natural context by challenging, provoking and delighting.
    Our studio is constantly working within the realms of public, commercial and urban design as well as sensitive residential projects. We are committed to a sustainable built environment and are at the forefront developing carbon neutral buildings. RTA Studio has received more than 100 New Zealand and international awards, including Home of The Year, a World Architecture Festival category win and the New Zealand Architecture Medal.
    Some of RTA Studio’s most prominent projects include:

    SCION Innovation Hub – Te Whare Nui o Tuteata, Rotorua, New Zealand
    OBJECTSPACE, Auckland, New Zealand
    C3 House, New Zealand
    Freemans Bay School, Freemans Bay, Auckland, New Zealand
    ARROWTOWN HOUSE, Arrowtown, New Zealand
    Featured image: E-Type House by RTA Studio, Auckland, New Zealand

    The following statistics helped RTA Studio achieve 1st place in the 30 Best Architecture Firms in New Zealand:

    A+Awards Winner
    2

    A+Awards Finalist
    6

    Featured Projects
    6

    Total Projects
    16

    Why Should I Trust Architizer’s Ranking?
    With more than 30,000 architecture firms and over 130,000 projects within its database, Architizer is proud to host the world’s largest online community of architects and building product manufacturers. Its celebrated A+Awards program is also the largest celebration of architecture and building products, with more than 400 jurors and hundreds of thousands of public votes helping to recognize the world’s best architecture each year.
    Architizer also powers firm directories for a number of AIAChapters nationwide, including the official directory of architecture firms for AIA New York.
    An example of a project page on Architizer with Project Award Badges highlighted
    A Guide to Project Awards
    The blue “+” badge denotes that a project has won a prestigious A+Award as described above. Hovering over the badge reveals details of the award, including award category, year, and whether the project won the jury or popular choice award.
    The orange Project of the Day and yellow Featured Project badges are awarded by Architizer’s Editorial team, and are selected based on a number of factors. The following factors increase a project’s likelihood of being featured or awarded Project of the Day status:

    Project completed within the last 3 years
    A well written, concise project description of at least 3 paragraphs
    Architectural design with a high level of both functional and aesthetic value
    High quality, in focus photographs
    At least 8 photographs of both the interior and exterior of the building
    Inclusion of architectural drawings and renderings
    Inclusion of construction photographs

    There are 7 Projects of the Day each week and a further 31 Featured Projects. Each Project of the Day is published on Facebook, Twitter and Instagram Stories, while each Featured Project is published on Facebook. Each Project of the Day also features in Architizer’s Weekly Projects Newsletter and shared with 170,000 subscribers.
     

     
    We’re constantly look for the world’s best architects to join our community. If you would like to understand more about this ranking list and learn how your firm can achieve a presence on it, please don’t hesitate to reach out to us at editorial@architizer.com.
    The post 30 Best Architecture and Design Firms in New Zealand appeared first on Journal.
    #best #architecture #design #firms #new
    30 Best Architecture and Design Firms in New Zealand
    These annual rankings were last updated on June 13, 2025. Want to see your firm on next year’s list? Continue reading for more on how you can improve your studio’s ranking. New Zealand is a one-of-a-kind island in the Pacific, famous for its indigenous Maori architecture. The country has managed to preserve an array of historical aboriginal ruins, such as maraeand wharenui, despite its European colonization during the 19th century. Apart from the country’s ancient ruins, New Zealand is also home to several notable architectural landmarks like the famous Sky Tower piercing the Auckland skyline to the organic forms of the Te Papa Tongarewa Museum in Wellington. Renowned architects like Sir Ian Athfield, whose works blend modernist principles with a deep respect for the natural landscape, have left an indelible mark on the country’s architectural legacy. Being home to a stunning tropical landscape, New Zealand architects have developed eco-friendly residential designs that harness the power of renewable energy as well as visionary urban developments prioritizing livability and connectivity. A notable example is Turanga Central Library in Christchurch, a project that exceeds all eco-friendly design standards and benchmark emissions. Finally, concepts like passive design are increasingly becoming standard practice in architectural circles. With so many architecture firms to choose from, it’s challenging for clients to identify the industry leaders that will be an ideal fit for their project needs. Fortunately, Architizer is able to provide guidance on the top design firms in New Zealand based on more than a decade of data and industry knowledge. How are these architecture firms ranked? The following ranking has been created according to key statistics that demonstrate each firm’s level of architectural excellence. The following metrics have been accumulated to establish each architecture firm’s ranking, in order of priority: The number of A+Awards wonThe number of A+Awards finalistsThe number of projects selected as “Project of the Day”The number of projects selected as “Featured Project”The number of projects uploaded to ArchitizerEach of these metrics is explained in more detail at the foot of this article. This ranking list will be updated annually, taking into account new achievements of New Zealand architecture firms throughout the year. Without further ado, here are the 30 best architecture firms in New Zealand: 30. CoLab Architecture © CoLab Architecture Ltd CoLab Architecture is a small practice of two directors, Tobin Smith and Blair Paterson, based in Christchurch New Zealand. Tobin is a creative designer with a wealth of experience in the building industry. Blair is a registered architect and graduate from the University of Auckland. “We like architecture to be visually powerful, intellectually elegant, and above all timeless. For us, timeless design is achieved through simplicity and strength of concept — in other words, a single idea executed beautifully with a dedication to the details. We strive to create architecture that is conscious of local climateand the environment.” Some of CoLab Architecture’s most prominent projects include: Urban Cottage, Christchurch, New Zealand The following statistics helped CoLab Architecture Ltd achieve 30th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 29. Paul Whittaker © Paul Whittaker Paul Whittaker is an architecture firm based in New Zealand. Its work revolves around residential architecture. Some of Paul Whittaker’s most prominent projects include: Whittaker Cube, Kakanui, New Zealand The following statistics helped Paul Whittaker achieve 29th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 28. Space Division © Simon Devitt Photographer Space Division is a boutique architectural practice that aims to positively impact the lives and environment of its clients and their communities by purposefully producing quality space. We believe our name reflects both the essence of what we do, but also how we strive to do it – succinctly and simply. Our design process is inclusive and client focused with their desires, physical constraints, budgets, time frames, compliance and construction processes all carefully considered and incorporated into our designs. Space Division has successfully applied this approach to a broad range of project types within the field of architecture, ranging from commercial developments, urban infrastructure to baches, playhouses and residential homes. Space Divisions team is committed to delivering a very personal and complete service to each of their clients, at each stage of the process. To assist in achieving this Space Division collaborates with a range of trusted technical specialists, based on the specific needs of our client. Which ensures we stay focussed, passionate agile and easily scalable. Some of Space Division’s most prominent projects include: Stradwick House, Auckland, New Zealand The following statistics helped Space Division achieve 28th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 27. Sumich Chaplin Architects © Sumich Chaplin Architects Sumich Chaplin Architects undertake to provide creative, enduring architectural design based on a clear understanding and interpretation of a client’s brief. We work with an appreciation and respect for the surrounding landscape and environment. Some of Sumich Chaplin Architects’ most prominent projects include: Millbrook House, Arrowtown, New Zealand The following statistics helped Sumich Chaplin Architects achieve 27th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 26. Daniel Marshall Architects © Simon Devitt Photographer Daniel Marshall Architectsis an Auckland based practice who are passionate about designing high quality and award winning New Zealand architecture. Our work has been published in periodicals and books internationally as well as numerous digital publications. Daniel leads a core team of four individually accomplished designers who skillfully collaborate to resolve architectural projects from their conception through to their occupation. DMA believe architecture is a ‘generalist’ profession which engages with all components of an architectural project; during conceptual design, documentation and construction phases.  We pride ourselves on being able to holistically engage with a complex of architectural issues to arrive at a design solution equally appropriate to its contextand the unique ways our clients prefer to live. Some of Daniel Marshall Architects’ most prominent projects include: Lucerne, Auckland, New Zealand House in Herne Bay, Herne Bay, Auckland, New Zealand The following statistics helped Daniel Marshall Architects achieve 26th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 2 25. AW Architects © AW Architects Creative studio based in Christchurch, New Zealand. AW-ARCH is committed to an inclusive culture where everyone is encouraged to share their perspectives – our partners, our colleagues and our clients. Our team comes from all over the globe, bringing with them a variety of experiences. We embrace the differences that shape people’s lives, including race, ethnicity, identity and ability. We come together around the drawing board, the monitor, and the lunch table, immersed in the free exchange of ideas and synthesizing the diverse viewpoints of creative people, which stimulates innovative design and makes our work possible. Mentorship is key to engagement within AW-ARCH, energizing our studio and feeding invention. It’s our social and professional responsibility and helps us develop and retain a dedicated team. This includes offering internships that introduce young people to our profession, as well as supporting opportunities for our people outside the office — teaching, volunteering and exploring. Some of AW Architects’ most prominent projects include: OCEAN VIEW TERRACE HOUSE, Christchurch, New Zealand 212 CASHEL STREET, Christchurch, New Zealand LAKE HOUSE, Queenstown, New Zealand RIVER HOUSE, Christchurch, New Zealand HE PUNA TAIMOANA, Christchurch, New Zealand The following statistics helped AW Architects achieve 25th place in the 30 Best Architecture Firms in New Zealand: A+Awards Finalist 1 Total Projects 9 24. Archimedia © Patrick Reynolds Archimedia is a New Zealand architecture practice with NZRAB and green star accredited staff, offering design services in the disciplines of architecture, interiors and ecology. Delivering architecture involves intervention in both natural eco-systems and the built environment — the context within which human beings live their lives. Archimedia uses the word “ecology” to extend the concept of sustainability to urban design and master planning and integrates this holistic strategy into every project. Archimedia prioritizes client project requirements, functionality, operational efficiency, feasibility and programme. Some of Archimedia’s most prominent projects include: Te Oro, Auckland, New Zealand Auckland Art Gallery Toi o Tamaki, Auckland, New Zealand Hekerua Bay Residence, New Zealand Eye Institute , Remuera, Auckland, New Zealand University of Auckland Business School, Auckland, New Zealand The following statistics helped Archimedia achieve 24th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 25 23. MC Architecture Studio © MC Architecture Studio Ltd The studio’s work, questioning the boundary between art and architecture, provides engaging and innovative living space with the highest sustainability standard. Design solutions are tailored on client needs and site’s characteristics. Hence the final product will be unique and strongly related to the context and wider environment. On a specific-project basis, the studio, maintaining the leadership of the whole process, works in a network with local and international practices to achieve the best operational efficiency and local knowledge worldwide to accommodate the needs of a big scale project or specific requirements. Some of MC Architecture Studio’s most prominent projects include: Cass Bay House, Cass Bay, Lyttelton, New Zealand Ashburton Alteration, Ashburton, New Zealand restaurant/cafe, Ovindoli, Italy Private Residence, Christchurch, New Zealand Private Residence, Christchurch, New Zealand The following statistics helped MC Architecture Studio Ltd achieve 23rd place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 19 22. Architecture van Brandenburg © Architecture van Brandenburg Van Brandenburg is a design focused studio for architecture, landscape architecture, urbanism, and product design with studios in Queenstown and Dunedin, New Zealand. With global reach Van Brandenburg conducts themselves internationally, where the team of architects, designers and innovators create organic built form, inspired by nature, and captured by curvilinear design. Some of Architecture van Brandenburg’s most prominent projects include: Marisfrolg Fashion Campus, Shenzhen, China The following statistics helped Architecture van Brandenburg achieve 22nd place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 1 Featured Projects 1 Total Projects 1 21. MacKayCurtis © MacKayCurtis MacKay Curtis is a design led practice with a mission to create functional architecture of lasting beauty that enhances peoples lives. Some of MacKayCurtis’ most prominent projects include: Mawhitipana House, Auckland, New Zealand The following statistics helped MacKayCurtis achieve 21st place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 1 Featured Projects 1 Total Projects 1 20. Gerrad Hall Architects © Gerrad Hall Architects We aspire to create houses that are a joyful sensory experience. Some of Gerrad Hall Architects’ most prominent projects include: Inland House, Mangawhai, New Zealand Herne Bay Villa Alteration, Auckland, New Zealand The following statistics helped Gerrad Hall Architects achieve 20th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 2 19. Dorrington Atcheson Architects © Dorrington Atcheson Architects Dorrington Atcheson Architects was founded as Dorrington Architects & Associates was formed in 2010, resulting in a combined 20 years of experience in the New Zealand architectural market. We’re a boutique architecture firm working on a range of projects and budgets. We love our work, we pride ourselves on the work we do and we enjoy working with our clients to achieve a result that resolves their brief. The design process is a collaborative effort, working with the client, budget, site and brief, to find unique solutions that solve the project at hand. The style of our projects are determined by the site and the budget, with a leaning towards contemporary modernist design, utilizing a rich natural material palette, creating clean and tranquil spaces. Some of Dorrington Atcheson Architects’ most prominent projects include: Lynch Street Coopers Beach House, Coopers Beach, New Zealand Rutherford House, Tauranga Taupo, New Zealand Winsomere Cres Kathryn Wilson Shoebox, Auckland, New Zealand The following statistics helped Dorrington Atcheson Architects achieve 19th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 14 18. Andrew Barre Lab © Marcela Grassi Andrew Barrie Lab is an architectural practice that undertakes a diverse range of projects. We make buildings, books, maps, classes, exhibitions and research. Some of Andrew Barre Lab’s most prominent projects include: Learning from Trees, Venice, Italy The following statistics helped Andrew Barre Lab achieve 18th place in the 30 Best Architecture Firms in New Zealand: A+Awards Finalist 2 Featured Projects 1 Total Projects 1 17. Warren and Mahoney © Simon Devitt Photographer Warren and Mahoney is an insight led multidisciplinary architectural practice with six locations functioning as a single office. Our clients and projects span New Zealand, Australia and the Pacific Rim. The practice has over 190 people, comprising of specialists working across the disciplines of architecture, workplace, masterplanning, urban design and sustainable design. We draw from the wider group for skills and experience on every project, regardless of the location. Some of Warren and Mahoney’s most prominent projects include: MIT Manukau & Transport Interchange, Auckland, New Zealand Carlaw Park Student Accommodation, Auckland, New Zealand Pt Resolution Footbridge, Auckland, New Zealand Isaac Theatre Royal, Christchurch, New Zealand University of Auckland Recreation and Wellness Centre, Auckland, New Zealand The following statistics helped Warren and Mahoney achieve 17th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 5 16. South Architects Limited © South Architects Limited Led by Craig South, our friendly professional team is dedicated to crafting for uniqueness and producing carefully considered architecture that will endure and be loved. At South Architects, every project has a unique story. This story starts and ends with our clients, whose values and aspirations fundamentally empower and inspire our whole design process. Working together with our clients is pivotal to how we operate and we share a passion for innovation in design. We invite you to meet us and explore what we can do for you. As you will discover, our client focussed process is thorough, robust and responsive. We see architecture as the culmination of a journey with you. Some of South Architects Limited’s most prominent projects include: Three Gables, Christchurch, New Zealand Concrete Copper Home, Christchurch, New Zealand Driftwood Home, Christchurch, New Zealand Half Gable Townhouses, Christchurch, New Zealand Kilmore Street, Christchurch, New Zealand The following statistics helped South Architects Limited achieve 16th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 6 15. Pac Studio © Pac Studio Pac Studio is an ideas-driven design office, committed to intellectual and artistic rigor and fueled by a strong commitment to realizing ideas in the world. We believe a thoughtful and inclusive approach to design, which puts people at the heart of any potential solution, is the key to compelling and positive architecture. Through our relationships with inter-related disciplines — furniture, art, landscape and academia — we can create a whole that is greater than the sum of its parts. We are open to unconventional propositions. We are architects and designers with substantial experience delivering highly awarded architectural projects on multiple scales. Some of Pac Studio’s most prominent projects include: Space Invader, Auckland, New Zealand Split House, Auckland, New Zealand Yolk House, Auckland, New Zealand Wanaka Crib, Wanaka, New Zealand Pahi House, Pahi, New Zealand The following statistics helped Pac Studio achieve 15th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 8 14. Jasmax © Jasmax Jasmax is one of New Zealand’s largest and longest established architecture and design practices. With over 250 staff nationwide, the practice has delivered some of the country’s most well known projects, from the Museum of New Zealand Te Papa Tongarewa to major infrastructure and masterplanning projects such as Auckland’s Britomart Station. From our four regional offices, the practice works with clients, stakeholders and communities across the following sectors: commercial, cultural and civic, education, infrastructure, health, hospitality, retail, residential, sports and recreation, and urban design. Environmentally sustainable design is part of everything we do, and we were proud to work with Ngāi Tūhoe to design one of New Zealand’s most advanced sustainable buildings, Te Uru Taumatua; which has been designed to the stringent criteria of the International Living Future Institute’s Living Building Challenge. Some of Jasmax’s most prominent projects include: The Surf Club at Muriwai, Muriwai, New Zealand Auckland University Mana Hauora Building, Auckland, New Zealand The Fonterra Centre, Auckland, New Zealand Auckland University of Technology Sir Paul Reeves Building , Auckland, New Zealand NZI Centre, Auckland, New Zealand The following statistics helped Jasmax achieve 14th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 21 13. Condon Scott Architects © Condon Scott Architects Condon Scott Architects is a boutique, award-winning NZIA registered architectural practice based in Wānaka, New Zealand. Since inception 35 years ago, Condon Scott Architects has been involved in a wide range of high end residential and commercial architectural projects throughout Queenstown, Wānaka, the Central Otago region and further afield. Director Barry Condonand principal Sarah Scott– both registered architects – work alongside a highly skilled architectural team to deliver a full design and construction management service. This spans from initial concept design right through to tender management and interior design. Condon Scott Architect’s approach is to view each commission as a bespoke and site specific project, capitalizing on the unique environmental conditions and natural surroundings that are so often evident in this beautiful part of the world. Some of Condon Scott Architects’ most prominent projects include: Sugi House, Wānaka, New Zealand Wanaka Catholic Church, Wanaka, New Zealand Mount Iron Barn, Wanaka, New Zealand Bendigo Terrace House, New Zealand Bargour Residence, Wanaka, New Zealand The following statistics helped Condon Scott Architects achieve 13th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 4 Total Projects 17 12. Glamuzina Paterson Architects © Glamuzina Paterson Architects Glamuzina Architects is an Auckland based practice established in 2014. We strive to produce architecture that is crafted, contextual and clever. Rather than seeking a particular outcome we value a design process that is rigorous and collaborative. When designing we look to the context of a project beyond just its immediate physical location to the social, political, historical and economic conditions of place. This results in architecture that is uniquely tailored to the context it sits within. We work on many different types of projects across a range of scales; from small interiors to large public buildings. Regardless of a project’s budget we always prefer to work smart, using a creative mix of materials, light and volume in preference to elaborate finishes or complex detailing. Some of Glamuzina Paterson Architects’ most prominent projects include: Lake Hawea Courtyard House, Otago, New Zealand Blackpool House, Auckland, New Zealand Brick Bay House, Auckland, New Zealand Giraffe House, Auckland, New Zealand Giraffe House, Auckland, New Zealand The following statistics helped Glamuzina Paterson Architects achieve 12th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 4 Total Projects 5 11. Cheshire Architects © Patrick Reynolds Cheshire Architects does special projects, irrespective of discipline, scale or type. The firm moves fluidly from luxury retreat to city master plan to basement cocktail den, shaping every aspect of an environment in pursuit of the extraordinary. Some of Cheshire Architects’ most prominent projects include: Rore kahu, Te Tii, New Zealand Eyrie, New Zealand Milse, Takanini, New Zealand The following statistics helped Cheshire Architects achieve 11th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 3 10. Patterson Associates © Patterson Associates Pattersons Associates Architects began its creative story with architect Andrew Patterson in 1986 whose early work on New Zealand’s unspoiled coasts, explores relationships between people and landscape to create a sense of belonging. The architecture studio started based on a very simple idea; if a building can feel like it naturally ‘belongs,’ or fits logically in a place, to an environment, a time and culture, then the people that inhabit the building will likely feel a sense of belonging there as well. This methodology connects theories of beauty, confidence, economy and comfort. In 2004 Davor Popadich and Andrew Mitchell joined the firm as directors, taking it to another level of creative exploration and helping it grow into an architecture studio with an international reputation. Some of Patterson Associates’ most prominent projects include: Seascape Retreat, Canterbury, New Zealand The Len Lye Centre, New Plymouth, New Zealand Country House in the City, Auckland, New Zealand Scrubby Bay House, Canterbury, New Zealand Parihoa House, Auckland, New Zealand The following statistics helped Patterson Associates achieve 10th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 5 Total Projects 5 9. Team Green Architects © Team Green Architects Established in 2013 by Sian Taylor and Mark Read, Team Green Architects is a young committed practice focused on designing energy efficient buildings. Some of Team Green Architects’ most prominent projects include: Dalefield Guest House, Queenstown, New Zealand Olive Grove House, Cromwell, New Zealand Hawthorn House, Queenstown, New Zealand Frankton House, Queenstown, New Zealand Contemporary Sleepout, Arthurs Point, New Zealand The following statistics helped Team Green Architects achieve 9th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 5 Total Projects 7 8. Creative Arch © Creative Arch Creative Arch is an award-winning, multi-disciplined architectural design practice, founded in 1998 by architectural designer and director Mark McLeay. The range of work at Creative Arch is as diverse as our clients, encompassing residential homes, alterations and renovations, coastal developments, sub-division developments, to commercial projects. The team at Creative Arch are an enthusiastic group of talented professional architects and architectural designers, with a depth of experience, from a range of different backgrounds and cultures. Creative Arch is a client-focused firm committed to providing excellence in service, culture and project outcomes. Some of Creative Arch’s most prominent projects include: Rothesay Bay House, North Shore, New Zealand Best Pacific Institute of Education, Auckland, New Zealand Sumar Holiday Home, Whangapoua, New Zealand Cook Holiday Home, Omaha, New Zealand Arkles Bay Residence, Whangaparaoa, New Zealand The following statistics helped Creative Arch achieve 8th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 5 Total Projects 18 7. Crosson Architects © Crosson Architects At Crosson Architects we are constantly striving to understand what is motivating the world around us. Some of Crosson Architects’ most prominent projects include: Hut on Sleds, Whangapoua, New Zealand Te Pae North Piha Surf Lifesaving Tower, Auckland, New Zealand Coromandel Bach, Coromandel, New Zealand Tutukaka House, Tutukaka, New Zealand St Heliers House, Saint Heliers, Auckland, New Zealand The following statistics helped Crosson Architects achieve 7th place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 1 A+Awards Finalist 2 Featured Projects 4 Total Projects 6 6. Bossley Architects © Bossley Architects Bossley Architects is an architectural and interior design practice with the express purpose of providing intense input into a deliberately limited number of projects. The practice is based on the belief that innovative yet practical design is essential for the production of good buildings, and that the best buildings spring from an open and enthusiastic collaboration between architect, client and consultants. We have designed a wide range of projects including commercial, institutional and residential, and have amassed special expertise in the field of art galleries and museums, residential and the restaurant/entertainment sector. Whilst being very much design focused, the practice has an overriding interest in the pragmatics and feasibility of construction. Some of Bossley Architects’ most prominent projects include: Ngā Hau Māngere -Old Māngere Bridge Replacement, Auckland, New Zealand Arruba, Waiuku, New Zealand Brown Vujcich House Voyager NZ Maritime Museum Omana Luxury Villas, Auckland, New Zealand The following statistics helped Bossley Architects achieve 6th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 6 Total Projects 21 5. Smith Architects © Simon Devitt Photographer Smith Architects is an award-winning international architectural practice creating beautiful human spaces that are unique, innovative and sustainable through creativity, refinement and care. Phil and Tiffany Smith established the practice in 2007. We have spent more than two decades striving to understand what makes some buildings more attractive than others, in the anticipation that it can help us design better buildings. Some of Smith Architects’ most prominent projects include: Kakapo Creek Children’s Garden, Mairangi Bay, Auckland, New Zealand New Shoots Children’s Centre, Kerikeri, Kerikeri, New Zealand GaiaForest Preschool, Manurewa, Auckland, New Zealand Chrysalis Childcare, Auckland, New Zealand House of Wonder, Cambridge, Cambridge, New Zealand The following statistics helped Smith Architects achieve 5th place in the 30 Best Architecture Firms in New Zealand: A+Awards Finalist 1 Featured Projects 6 Total Projects 23 4. Monk Mackenzie © Monk Mackenzie Monk Mackenzie is an architecture and design firm based in New Zealand. Monk Mackenzie’s design portfolio includes a variety of architectural projects, such as transport and infrastructure, hospitality and sport, residential, cultural and more. Some of Monk Mackenzie’s most prominent projects include: X HOUSE, Queenstown, New Zealand TURANGANUI BRIDGE, Gisborne, New Zealand VIVEKANANDA BRIDGE EDITION Canada Street Bridge, Auckland, New Zealand The following statistics helped Monk Mackenzie achieve 4th place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 4 Featured Projects 4 Total Projects 17 3. Irving Smith Architects © Irving Smith Architects Irving Smith Jackhas been developed as a niche architecture practice based in Nelson, but working in a variety of sensitive environments and contexts throughout New Zealand. ISJ demonstrates an ongoing commitment to innovative, sustainable and researched based design , backed up by national and international award and publication recognition, ongoing research with both the Universities of Canterbury and Auckland, and regular invitations to lecture on their work. Timber Awards include NZ’s highest residential, commercial and engineering timber designs. Key experience, ongoing research and work includes developing structural timber design solutions in the aftermath of the Canterbury earthquakes. Current projects include cultural, urban, civic and residential projects spread throughout New Zealand, and recently in the United States and France. Some of Irving Smith Architects’ most prominent projects include: SCION Innovation Hub – Te Whare Nui o Tuteata, Rotorua, New Zealand Mountain Range House, Brightwater, New Zealand Alexandra Tent House, Wellington, New Zealand Te Koputu a te Whanga a Toi : Whakatane Library & Exhibition Centre, Whakatane, New Zealand offSET Shed House, Gisborne, New Zealand The following statistics helped Irving Smith Architects achieve 3rd place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 1 Featured Projects 6 Total Projects 13 2. Fearon Hay Architects © Fearon Hay Architects Fearon Hay is a design-led studio undertaking a broad range of projects in diverse environments, the firm is engaged in projects on sites around the world. Tim Hay and Jeff Fearon founded the practice in 1993 as a way to enable their combined involvement in the design and delivery of each project. Together, they lead an international team of experienced professionals. The studio approached every project with a commitment to design excellence, a thoughtful consideration of site and place, and an inventive sense of creativity. Fearon Hay enjoys responding to a range of briefs: Commercial projects for office and workplace, complex heritage environments, public work within the urban realm or wider landscape, private dwellings and detailed bespoke work for hospitality and interior environments. Some of Fearon Hay Architects’ most prominent projects include: Bishop Hill The Camp, Tawharanui Peninsula, New Zealand Matagouri, Queenstown, New Zealand Alpine Terrace House, Queenstown, New Zealand Island Retreat, Auckland, New Zealand Bishop Selwyn Chapel, Auckland, New Zealand The following statistics helped Fearon Hay Architects achieve 2nd place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 3 Featured Projects 8 Total Projects 17 1. RTA Studio © RTA Studio Richard Naish founded RTA Studio in 1999 after a successful career with top practices in London and Auckland. We are a practice that focuses on delivering exceptional design with a considered and personal service. Our work aims to make a lasting contribution to the urban and natural context by challenging, provoking and delighting. Our studio is constantly working within the realms of public, commercial and urban design as well as sensitive residential projects. We are committed to a sustainable built environment and are at the forefront developing carbon neutral buildings. RTA Studio has received more than 100 New Zealand and international awards, including Home of The Year, a World Architecture Festival category win and the New Zealand Architecture Medal. Some of RTA Studio’s most prominent projects include: SCION Innovation Hub – Te Whare Nui o Tuteata, Rotorua, New Zealand OBJECTSPACE, Auckland, New Zealand C3 House, New Zealand Freemans Bay School, Freemans Bay, Auckland, New Zealand ARROWTOWN HOUSE, Arrowtown, New Zealand Featured image: E-Type House by RTA Studio, Auckland, New Zealand The following statistics helped RTA Studio achieve 1st place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 6 Featured Projects 6 Total Projects 16 Why Should I Trust Architizer’s Ranking? With more than 30,000 architecture firms and over 130,000 projects within its database, Architizer is proud to host the world’s largest online community of architects and building product manufacturers. Its celebrated A+Awards program is also the largest celebration of architecture and building products, with more than 400 jurors and hundreds of thousands of public votes helping to recognize the world’s best architecture each year. Architizer also powers firm directories for a number of AIAChapters nationwide, including the official directory of architecture firms for AIA New York. An example of a project page on Architizer with Project Award Badges highlighted A Guide to Project Awards The blue “+” badge denotes that a project has won a prestigious A+Award as described above. Hovering over the badge reveals details of the award, including award category, year, and whether the project won the jury or popular choice award. The orange Project of the Day and yellow Featured Project badges are awarded by Architizer’s Editorial team, and are selected based on a number of factors. The following factors increase a project’s likelihood of being featured or awarded Project of the Day status: Project completed within the last 3 years A well written, concise project description of at least 3 paragraphs Architectural design with a high level of both functional and aesthetic value High quality, in focus photographs At least 8 photographs of both the interior and exterior of the building Inclusion of architectural drawings and renderings Inclusion of construction photographs There are 7 Projects of the Day each week and a further 31 Featured Projects. Each Project of the Day is published on Facebook, Twitter and Instagram Stories, while each Featured Project is published on Facebook. Each Project of the Day also features in Architizer’s Weekly Projects Newsletter and shared with 170,000 subscribers.     We’re constantly look for the world’s best architects to join our community. If you would like to understand more about this ranking list and learn how your firm can achieve a presence on it, please don’t hesitate to reach out to us at editorial@architizer.com. The post 30 Best Architecture and Design Firms in New Zealand appeared first on Journal. #best #architecture #design #firms #new
    ARCHITIZER.COM
    30 Best Architecture and Design Firms in New Zealand
    These annual rankings were last updated on June 13, 2025. Want to see your firm on next year’s list? Continue reading for more on how you can improve your studio’s ranking. New Zealand is a one-of-a-kind island in the Pacific, famous for its indigenous Maori architecture. The country has managed to preserve an array of historical aboriginal ruins, such as marae (meeting grounds) and wharenui (meeting houses), despite its European colonization during the 19th century. Apart from the country’s ancient ruins, New Zealand is also home to several notable architectural landmarks like the famous Sky Tower piercing the Auckland skyline to the organic forms of the Te Papa Tongarewa Museum in Wellington. Renowned architects like Sir Ian Athfield, whose works blend modernist principles with a deep respect for the natural landscape, have left an indelible mark on the country’s architectural legacy. Being home to a stunning tropical landscape, New Zealand architects have developed eco-friendly residential designs that harness the power of renewable energy as well as visionary urban developments prioritizing livability and connectivity. A notable example is Turanga Central Library in Christchurch, a project that exceeds all eco-friendly design standards and benchmark emissions. Finally, concepts like passive design are increasingly becoming standard practice in architectural circles. With so many architecture firms to choose from, it’s challenging for clients to identify the industry leaders that will be an ideal fit for their project needs. Fortunately, Architizer is able to provide guidance on the top design firms in New Zealand based on more than a decade of data and industry knowledge. How are these architecture firms ranked? The following ranking has been created according to key statistics that demonstrate each firm’s level of architectural excellence. The following metrics have been accumulated to establish each architecture firm’s ranking, in order of priority: The number of A+Awards won (2013 to 2025) The number of A+Awards finalists (2013 to 2025) The number of projects selected as “Project of the Day” (2009 to 2025) The number of projects selected as “Featured Project” (2009 to 2025) The number of projects uploaded to Architizer (2009 to 2025) Each of these metrics is explained in more detail at the foot of this article. This ranking list will be updated annually, taking into account new achievements of New Zealand architecture firms throughout the year. Without further ado, here are the 30 best architecture firms in New Zealand: 30. CoLab Architecture © CoLab Architecture Ltd CoLab Architecture is a small practice of two directors, Tobin Smith and Blair Paterson, based in Christchurch New Zealand. Tobin is a creative designer with a wealth of experience in the building industry. Blair is a registered architect and graduate from the University of Auckland. “We like architecture to be visually powerful, intellectually elegant, and above all timeless. For us, timeless design is achieved through simplicity and strength of concept — in other words, a single idea executed beautifully with a dedication to the details. We strive to create architecture that is conscious of local climate (hunker down in the winter and open up in summer) and the environment (scale and relationship to other buildings and the natural environment).” Some of CoLab Architecture’s most prominent projects include: Urban Cottage, Christchurch, New Zealand The following statistics helped CoLab Architecture Ltd achieve 30th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 29. Paul Whittaker © Paul Whittaker Paul Whittaker is an architecture firm based in New Zealand. Its work revolves around residential architecture. Some of Paul Whittaker’s most prominent projects include: Whittaker Cube, Kakanui, New Zealand The following statistics helped Paul Whittaker achieve 29th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 28. Space Division © Simon Devitt Photographer Space Division is a boutique architectural practice that aims to positively impact the lives and environment of its clients and their communities by purposefully producing quality space. We believe our name reflects both the essence of what we do, but also how we strive to do it – succinctly and simply. Our design process is inclusive and client focused with their desires, physical constraints, budgets, time frames, compliance and construction processes all carefully considered and incorporated into our designs. Space Division has successfully applied this approach to a broad range of project types within the field of architecture, ranging from commercial developments, urban infrastructure to baches, playhouses and residential homes. Space Divisions team is committed to delivering a very personal and complete service to each of their clients, at each stage of the process. To assist in achieving this Space Division collaborates with a range of trusted technical specialists, based on the specific needs of our client. Which ensures we stay focussed, passionate agile and easily scalable. Some of Space Division’s most prominent projects include: Stradwick House, Auckland, New Zealand The following statistics helped Space Division achieve 28th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 27. Sumich Chaplin Architects © Sumich Chaplin Architects Sumich Chaplin Architects undertake to provide creative, enduring architectural design based on a clear understanding and interpretation of a client’s brief. We work with an appreciation and respect for the surrounding landscape and environment. Some of Sumich Chaplin Architects’ most prominent projects include: Millbrook House, Arrowtown, New Zealand The following statistics helped Sumich Chaplin Architects achieve 27th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 1 26. Daniel Marshall Architects © Simon Devitt Photographer Daniel Marshall Architects (DMA) is an Auckland based practice who are passionate about designing high quality and award winning New Zealand architecture. Our work has been published in periodicals and books internationally as well as numerous digital publications. Daniel leads a core team of four individually accomplished designers who skillfully collaborate to resolve architectural projects from their conception through to their occupation. DMA believe architecture is a ‘generalist’ profession which engages with all components of an architectural project; during conceptual design, documentation and construction phases.  We pride ourselves on being able to holistically engage with a complex of architectural issues to arrive at a design solution equally appropriate to its context (site and surrounds) and the unique ways our clients prefer to live. Some of Daniel Marshall Architects’ most prominent projects include: Lucerne, Auckland, New Zealand House in Herne Bay, Herne Bay, Auckland, New Zealand The following statistics helped Daniel Marshall Architects achieve 26th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 2 25. AW Architects © AW Architects Creative studio based in Christchurch, New Zealand. AW-ARCH is committed to an inclusive culture where everyone is encouraged to share their perspectives – our partners, our colleagues and our clients. Our team comes from all over the globe, bringing with them a variety of experiences. We embrace the differences that shape people’s lives, including race, ethnicity, identity and ability. We come together around the drawing board, the monitor, and the lunch table, immersed in the free exchange of ideas and synthesizing the diverse viewpoints of creative people, which stimulates innovative design and makes our work possible. Mentorship is key to engagement within AW-ARCH, energizing our studio and feeding invention. It’s our social and professional responsibility and helps us develop and retain a dedicated team. This includes offering internships that introduce young people to our profession, as well as supporting opportunities for our people outside the office — teaching, volunteering and exploring. Some of AW Architects’ most prominent projects include: OCEAN VIEW TERRACE HOUSE, Christchurch, New Zealand 212 CASHEL STREET, Christchurch, New Zealand LAKE HOUSE, Queenstown, New Zealand RIVER HOUSE, Christchurch, New Zealand HE PUNA TAIMOANA, Christchurch, New Zealand The following statistics helped AW Architects achieve 25th place in the 30 Best Architecture Firms in New Zealand: A+Awards Finalist 1 Total Projects 9 24. Archimedia © Patrick Reynolds Archimedia is a New Zealand architecture practice with NZRAB and green star accredited staff, offering design services in the disciplines of architecture, interiors and ecology. Delivering architecture involves intervention in both natural eco-systems and the built environment — the context within which human beings live their lives. Archimedia uses the word “ecology” to extend the concept of sustainability to urban design and master planning and integrates this holistic strategy into every project. Archimedia prioritizes client project requirements, functionality, operational efficiency, feasibility and programme. Some of Archimedia’s most prominent projects include: Te Oro, Auckland, New Zealand Auckland Art Gallery Toi o Tamaki, Auckland, New Zealand Hekerua Bay Residence, New Zealand Eye Institute , Remuera, Auckland, New Zealand University of Auckland Business School, Auckland, New Zealand The following statistics helped Archimedia achieve 24th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 1 Total Projects 25 23. MC Architecture Studio © MC Architecture Studio Ltd The studio’s work, questioning the boundary between art and architecture, provides engaging and innovative living space with the highest sustainability standard. Design solutions are tailored on client needs and site’s characteristics. Hence the final product will be unique and strongly related to the context and wider environment. On a specific-project basis, the studio, maintaining the leadership of the whole process, works in a network with local and international practices to achieve the best operational efficiency and local knowledge worldwide to accommodate the needs of a big scale project or specific requirements. Some of MC Architecture Studio’s most prominent projects include: Cass Bay House, Cass Bay, Lyttelton, New Zealand Ashburton Alteration, Ashburton, New Zealand restaurant/cafe, Ovindoli, Italy Private Residence, Christchurch, New Zealand Private Residence, Christchurch, New Zealand The following statistics helped MC Architecture Studio Ltd achieve 23rd place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 19 22. Architecture van Brandenburg © Architecture van Brandenburg Van Brandenburg is a design focused studio for architecture, landscape architecture, urbanism, and product design with studios in Queenstown and Dunedin, New Zealand. With global reach Van Brandenburg conducts themselves internationally, where the team of architects, designers and innovators create organic built form, inspired by nature, and captured by curvilinear design. Some of Architecture van Brandenburg’s most prominent projects include: Marisfrolg Fashion Campus, Shenzhen, China The following statistics helped Architecture van Brandenburg achieve 22nd place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 1 Featured Projects 1 Total Projects 1 21. MacKayCurtis © MacKayCurtis MacKay Curtis is a design led practice with a mission to create functional architecture of lasting beauty that enhances peoples lives. Some of MacKayCurtis’ most prominent projects include: Mawhitipana House, Auckland, New Zealand The following statistics helped MacKayCurtis achieve 21st place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 1 Featured Projects 1 Total Projects 1 20. Gerrad Hall Architects © Gerrad Hall Architects We aspire to create houses that are a joyful sensory experience. Some of Gerrad Hall Architects’ most prominent projects include: Inland House, Mangawhai, New Zealand Herne Bay Villa Alteration, Auckland, New Zealand The following statistics helped Gerrad Hall Architects achieve 20th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 2 19. Dorrington Atcheson Architects © Dorrington Atcheson Architects Dorrington Atcheson Architects was founded as Dorrington Architects & Associates was formed in 2010, resulting in a combined 20 years of experience in the New Zealand architectural market. We’re a boutique architecture firm working on a range of projects and budgets. We love our work, we pride ourselves on the work we do and we enjoy working with our clients to achieve a result that resolves their brief. The design process is a collaborative effort, working with the client, budget, site and brief, to find unique solutions that solve the project at hand. The style of our projects are determined by the site and the budget, with a leaning towards contemporary modernist design, utilizing a rich natural material palette, creating clean and tranquil spaces. Some of Dorrington Atcheson Architects’ most prominent projects include: Lynch Street Coopers Beach House, Coopers Beach, New Zealand Rutherford House, Tauranga Taupo, New Zealand Winsomere Cres Kathryn Wilson Shoebox, Auckland, New Zealand The following statistics helped Dorrington Atcheson Architects achieve 19th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 14 18. Andrew Barre Lab © Marcela Grassi Andrew Barrie Lab is an architectural practice that undertakes a diverse range of projects. We make buildings, books, maps, classes, exhibitions and research. Some of Andrew Barre Lab’s most prominent projects include: Learning from Trees, Venice, Italy The following statistics helped Andrew Barre Lab achieve 18th place in the 30 Best Architecture Firms in New Zealand: A+Awards Finalist 2 Featured Projects 1 Total Projects 1 17. Warren and Mahoney © Simon Devitt Photographer Warren and Mahoney is an insight led multidisciplinary architectural practice with six locations functioning as a single office. Our clients and projects span New Zealand, Australia and the Pacific Rim. The practice has over 190 people, comprising of specialists working across the disciplines of architecture, workplace, masterplanning, urban design and sustainable design. We draw from the wider group for skills and experience on every project, regardless of the location. Some of Warren and Mahoney’s most prominent projects include: MIT Manukau & Transport Interchange, Auckland, New Zealand Carlaw Park Student Accommodation, Auckland, New Zealand Pt Resolution Footbridge, Auckland, New Zealand Isaac Theatre Royal, Christchurch, New Zealand University of Auckland Recreation and Wellness Centre, Auckland, New Zealand The following statistics helped Warren and Mahoney achieve 17th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 2 Total Projects 5 16. South Architects Limited © South Architects Limited Led by Craig South, our friendly professional team is dedicated to crafting for uniqueness and producing carefully considered architecture that will endure and be loved. At South Architects, every project has a unique story. This story starts and ends with our clients, whose values and aspirations fundamentally empower and inspire our whole design process. Working together with our clients is pivotal to how we operate and we share a passion for innovation in design. We invite you to meet us and explore what we can do for you. As you will discover, our client focussed process is thorough, robust and responsive. We see architecture as the culmination of a journey with you. Some of South Architects Limited’s most prominent projects include: Three Gables, Christchurch, New Zealand Concrete Copper Home, Christchurch, New Zealand Driftwood Home, Christchurch, New Zealand Half Gable Townhouses, Christchurch, New Zealand Kilmore Street, Christchurch, New Zealand The following statistics helped South Architects Limited achieve 16th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 6 15. Pac Studio © Pac Studio Pac Studio is an ideas-driven design office, committed to intellectual and artistic rigor and fueled by a strong commitment to realizing ideas in the world. We believe a thoughtful and inclusive approach to design, which puts people at the heart of any potential solution, is the key to compelling and positive architecture. Through our relationships with inter-related disciplines — furniture, art, landscape and academia — we can create a whole that is greater than the sum of its parts. We are open to unconventional propositions. We are architects and designers with substantial experience delivering highly awarded architectural projects on multiple scales. Some of Pac Studio’s most prominent projects include: Space Invader, Auckland, New Zealand Split House, Auckland, New Zealand Yolk House, Auckland, New Zealand Wanaka Crib, Wanaka, New Zealand Pahi House, Pahi, New Zealand The following statistics helped Pac Studio achieve 15th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 8 14. Jasmax © Jasmax Jasmax is one of New Zealand’s largest and longest established architecture and design practices. With over 250 staff nationwide, the practice has delivered some of the country’s most well known projects, from the Museum of New Zealand Te Papa Tongarewa to major infrastructure and masterplanning projects such as Auckland’s Britomart Station. From our four regional offices, the practice works with clients, stakeholders and communities across the following sectors: commercial, cultural and civic, education, infrastructure, health, hospitality, retail, residential, sports and recreation, and urban design. Environmentally sustainable design is part of everything we do, and we were proud to work with Ngāi Tūhoe to design one of New Zealand’s most advanced sustainable buildings, Te Uru Taumatua; which has been designed to the stringent criteria of the International Living Future Institute’s Living Building Challenge. Some of Jasmax’s most prominent projects include: The Surf Club at Muriwai, Muriwai, New Zealand Auckland University Mana Hauora Building, Auckland, New Zealand The Fonterra Centre, Auckland, New Zealand Auckland University of Technology Sir Paul Reeves Building , Auckland, New Zealand NZI Centre, Auckland, New Zealand The following statistics helped Jasmax achieve 14th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 21 13. Condon Scott Architects © Condon Scott Architects Condon Scott Architects is a boutique, award-winning NZIA registered architectural practice based in Wānaka, New Zealand. Since inception 35 years ago, Condon Scott Architects has been involved in a wide range of high end residential and commercial architectural projects throughout Queenstown, Wānaka, the Central Otago region and further afield. Director Barry Condon (ANZIA) and principal Sarah Scott (FNZIA) – both registered architects – work alongside a highly skilled architectural team to deliver a full design and construction management service. This spans from initial concept design right through to tender management and interior design. Condon Scott Architect’s approach is to view each commission as a bespoke and site specific project, capitalizing on the unique environmental conditions and natural surroundings that are so often evident in this beautiful part of the world. Some of Condon Scott Architects’ most prominent projects include: Sugi House, Wānaka, New Zealand Wanaka Catholic Church, Wanaka, New Zealand Mount Iron Barn, Wanaka, New Zealand Bendigo Terrace House, New Zealand Bargour Residence, Wanaka, New Zealand The following statistics helped Condon Scott Architects achieve 13th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 4 Total Projects 17 12. Glamuzina Paterson Architects © Glamuzina Paterson Architects Glamuzina Architects is an Auckland based practice established in 2014. We strive to produce architecture that is crafted, contextual and clever. Rather than seeking a particular outcome we value a design process that is rigorous and collaborative. When designing we look to the context of a project beyond just its immediate physical location to the social, political, historical and economic conditions of place. This results in architecture that is uniquely tailored to the context it sits within. We work on many different types of projects across a range of scales; from small interiors to large public buildings. Regardless of a project’s budget we always prefer to work smart, using a creative mix of materials, light and volume in preference to elaborate finishes or complex detailing. Some of Glamuzina Paterson Architects’ most prominent projects include: Lake Hawea Courtyard House, Otago, New Zealand Blackpool House, Auckland, New Zealand Brick Bay House, Auckland, New Zealand Giraffe House, Auckland, New Zealand Giraffe House, Auckland, New Zealand The following statistics helped Glamuzina Paterson Architects achieve 12th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 4 Total Projects 5 11. Cheshire Architects © Patrick Reynolds Cheshire Architects does special projects, irrespective of discipline, scale or type. The firm moves fluidly from luxury retreat to city master plan to basement cocktail den, shaping every aspect of an environment in pursuit of the extraordinary. Some of Cheshire Architects’ most prominent projects include: Rore kahu, Te Tii, New Zealand Eyrie, New Zealand Milse, Takanini, New Zealand The following statistics helped Cheshire Architects achieve 11th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 3 Total Projects 3 10. Patterson Associates © Patterson Associates Pattersons Associates Architects began its creative story with architect Andrew Patterson in 1986 whose early work on New Zealand’s unspoiled coasts, explores relationships between people and landscape to create a sense of belonging. The architecture studio started based on a very simple idea; if a building can feel like it naturally ‘belongs,’ or fits logically in a place, to an environment, a time and culture, then the people that inhabit the building will likely feel a sense of belonging there as well. This methodology connects theories of beauty, confidence, economy and comfort. In 2004 Davor Popadich and Andrew Mitchell joined the firm as directors, taking it to another level of creative exploration and helping it grow into an architecture studio with an international reputation. Some of Patterson Associates’ most prominent projects include: Seascape Retreat, Canterbury, New Zealand The Len Lye Centre, New Plymouth, New Zealand Country House in the City, Auckland, New Zealand Scrubby Bay House, Canterbury, New Zealand Parihoa House, Auckland, New Zealand The following statistics helped Patterson Associates achieve 10th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 5 Total Projects 5 9. Team Green Architects © Team Green Architects Established in 2013 by Sian Taylor and Mark Read, Team Green Architects is a young committed practice focused on designing energy efficient buildings. Some of Team Green Architects’ most prominent projects include: Dalefield Guest House, Queenstown, New Zealand Olive Grove House, Cromwell, New Zealand Hawthorn House, Queenstown, New Zealand Frankton House, Queenstown, New Zealand Contemporary Sleepout, Arthurs Point, New Zealand The following statistics helped Team Green Architects achieve 9th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 5 Total Projects 7 8. Creative Arch © Creative Arch Creative Arch is an award-winning, multi-disciplined architectural design practice, founded in 1998 by architectural designer and director Mark McLeay. The range of work at Creative Arch is as diverse as our clients, encompassing residential homes, alterations and renovations, coastal developments, sub-division developments, to commercial projects. The team at Creative Arch are an enthusiastic group of talented professional architects and architectural designers, with a depth of experience, from a range of different backgrounds and cultures. Creative Arch is a client-focused firm committed to providing excellence in service, culture and project outcomes. Some of Creative Arch’s most prominent projects include: Rothesay Bay House, North Shore, New Zealand Best Pacific Institute of Education, Auckland, New Zealand Sumar Holiday Home, Whangapoua, New Zealand Cook Holiday Home, Omaha, New Zealand Arkles Bay Residence, Whangaparaoa, New Zealand The following statistics helped Creative Arch achieve 8th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 5 Total Projects 18 7. Crosson Architects © Crosson Architects At Crosson Architects we are constantly striving to understand what is motivating the world around us. Some of Crosson Architects’ most prominent projects include: Hut on Sleds, Whangapoua, New Zealand Te Pae North Piha Surf Lifesaving Tower, Auckland, New Zealand Coromandel Bach, Coromandel, New Zealand Tutukaka House, Tutukaka, New Zealand St Heliers House, Saint Heliers, Auckland, New Zealand The following statistics helped Crosson Architects achieve 7th place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 1 A+Awards Finalist 2 Featured Projects 4 Total Projects 6 6. Bossley Architects © Bossley Architects Bossley Architects is an architectural and interior design practice with the express purpose of providing intense input into a deliberately limited number of projects. The practice is based on the belief that innovative yet practical design is essential for the production of good buildings, and that the best buildings spring from an open and enthusiastic collaboration between architect, client and consultants. We have designed a wide range of projects including commercial, institutional and residential, and have amassed special expertise in the field of art galleries and museums, residential and the restaurant/entertainment sector. Whilst being very much design focused, the practice has an overriding interest in the pragmatics and feasibility of construction. Some of Bossley Architects’ most prominent projects include: Ngā Hau Māngere -Old Māngere Bridge Replacement, Auckland, New Zealand Arruba, Waiuku, New Zealand Brown Vujcich House Voyager NZ Maritime Museum Omana Luxury Villas, Auckland, New Zealand The following statistics helped Bossley Architects achieve 6th place in the 30 Best Architecture Firms in New Zealand: Featured Projects 6 Total Projects 21 5. Smith Architects © Simon Devitt Photographer Smith Architects is an award-winning international architectural practice creating beautiful human spaces that are unique, innovative and sustainable through creativity, refinement and care. Phil and Tiffany Smith established the practice in 2007. We have spent more than two decades striving to understand what makes some buildings more attractive than others, in the anticipation that it can help us design better buildings. Some of Smith Architects’ most prominent projects include: Kakapo Creek Children’s Garden, Mairangi Bay, Auckland, New Zealand New Shoots Children’s Centre, Kerikeri, Kerikeri, New Zealand Gaia (Earth) Forest Preschool, Manurewa, Auckland, New Zealand Chrysalis Childcare, Auckland, New Zealand House of Wonder, Cambridge, Cambridge, New Zealand The following statistics helped Smith Architects achieve 5th place in the 30 Best Architecture Firms in New Zealand: A+Awards Finalist 1 Featured Projects 6 Total Projects 23 4. Monk Mackenzie © Monk Mackenzie Monk Mackenzie is an architecture and design firm based in New Zealand. Monk Mackenzie’s design portfolio includes a variety of architectural projects, such as transport and infrastructure, hospitality and sport, residential, cultural and more. Some of Monk Mackenzie’s most prominent projects include: X HOUSE, Queenstown, New Zealand TURANGANUI BRIDGE, Gisborne, New Zealand VIVEKANANDA BRIDGE EDITION Canada Street Bridge, Auckland, New Zealand The following statistics helped Monk Mackenzie achieve 4th place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 4 Featured Projects 4 Total Projects 17 3. Irving Smith Architects © Irving Smith Architects Irving Smith Jack (ISJ) has been developed as a niche architecture practice based in Nelson, but working in a variety of sensitive environments and contexts throughout New Zealand. ISJ demonstrates an ongoing commitment to innovative, sustainable and researched based design , backed up by national and international award and publication recognition, ongoing research with both the Universities of Canterbury and Auckland, and regular invitations to lecture on their work. Timber Awards include NZ’s highest residential, commercial and engineering timber designs. Key experience, ongoing research and work includes developing structural timber design solutions in the aftermath of the Canterbury earthquakes. Current projects include cultural, urban, civic and residential projects spread throughout New Zealand, and recently in the United States and France. Some of Irving Smith Architects’ most prominent projects include: SCION Innovation Hub – Te Whare Nui o Tuteata, Rotorua, New Zealand Mountain Range House, Brightwater, New Zealand Alexandra Tent House, Wellington, New Zealand Te Koputu a te Whanga a Toi : Whakatane Library & Exhibition Centre, Whakatane, New Zealand offSET Shed House, Gisborne, New Zealand The following statistics helped Irving Smith Architects achieve 3rd place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 1 Featured Projects 6 Total Projects 13 2. Fearon Hay Architects © Fearon Hay Architects Fearon Hay is a design-led studio undertaking a broad range of projects in diverse environments, the firm is engaged in projects on sites around the world. Tim Hay and Jeff Fearon founded the practice in 1993 as a way to enable their combined involvement in the design and delivery of each project. Together, they lead an international team of experienced professionals. The studio approached every project with a commitment to design excellence, a thoughtful consideration of site and place, and an inventive sense of creativity. Fearon Hay enjoys responding to a range of briefs: Commercial projects for office and workplace, complex heritage environments, public work within the urban realm or wider landscape, private dwellings and detailed bespoke work for hospitality and interior environments. Some of Fearon Hay Architects’ most prominent projects include: Bishop Hill The Camp, Tawharanui Peninsula, New Zealand Matagouri, Queenstown, New Zealand Alpine Terrace House, Queenstown, New Zealand Island Retreat, Auckland, New Zealand Bishop Selwyn Chapel, Auckland, New Zealand The following statistics helped Fearon Hay Architects achieve 2nd place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 3 Featured Projects 8 Total Projects 17 1. RTA Studio © RTA Studio Richard Naish founded RTA Studio in 1999 after a successful career with top practices in London and Auckland. We are a practice that focuses on delivering exceptional design with a considered and personal service. Our work aims to make a lasting contribution to the urban and natural context by challenging, provoking and delighting. Our studio is constantly working within the realms of public, commercial and urban design as well as sensitive residential projects. We are committed to a sustainable built environment and are at the forefront developing carbon neutral buildings. RTA Studio has received more than 100 New Zealand and international awards, including Home of The Year, a World Architecture Festival category win and the New Zealand Architecture Medal. Some of RTA Studio’s most prominent projects include: SCION Innovation Hub – Te Whare Nui o Tuteata, Rotorua, New Zealand OBJECTSPACE, Auckland, New Zealand C3 House, New Zealand Freemans Bay School, Freemans Bay, Auckland, New Zealand ARROWTOWN HOUSE, Arrowtown, New Zealand Featured image: E-Type House by RTA Studio, Auckland, New Zealand The following statistics helped RTA Studio achieve 1st place in the 30 Best Architecture Firms in New Zealand: A+Awards Winner 2 A+Awards Finalist 6 Featured Projects 6 Total Projects 16 Why Should I Trust Architizer’s Ranking? With more than 30,000 architecture firms and over 130,000 projects within its database, Architizer is proud to host the world’s largest online community of architects and building product manufacturers. Its celebrated A+Awards program is also the largest celebration of architecture and building products, with more than 400 jurors and hundreds of thousands of public votes helping to recognize the world’s best architecture each year. Architizer also powers firm directories for a number of AIA (American Institute of Architects) Chapters nationwide, including the official directory of architecture firms for AIA New York. An example of a project page on Architizer with Project Award Badges highlighted A Guide to Project Awards The blue “+” badge denotes that a project has won a prestigious A+Award as described above. Hovering over the badge reveals details of the award, including award category, year, and whether the project won the jury or popular choice award. The orange Project of the Day and yellow Featured Project badges are awarded by Architizer’s Editorial team, and are selected based on a number of factors. The following factors increase a project’s likelihood of being featured or awarded Project of the Day status: Project completed within the last 3 years A well written, concise project description of at least 3 paragraphs Architectural design with a high level of both functional and aesthetic value High quality, in focus photographs At least 8 photographs of both the interior and exterior of the building Inclusion of architectural drawings and renderings Inclusion of construction photographs There are 7 Projects of the Day each week and a further 31 Featured Projects. Each Project of the Day is published on Facebook, Twitter and Instagram Stories, while each Featured Project is published on Facebook. Each Project of the Day also features in Architizer’s Weekly Projects Newsletter and shared with 170,000 subscribers.     We’re constantly look for the world’s best architects to join our community. If you would like to understand more about this ranking list and learn how your firm can achieve a presence on it, please don’t hesitate to reach out to us at editorial@architizer.com. The post 30 Best Architecture and Design Firms in New Zealand appeared first on Journal.
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