• Archaeologists Stumble Onto Sprawling Ancient Roman Villa During Construction of a Road in France

    Cool Finds

    Archaeologists Stumble Onto Sprawling Ancient Roman Villa During Construction of a Road in France
    Located near Auxerre, the grand estate once possessed an exorbitant level of wealth, with thermal baths and heated floors

    Aerial view of the villa, with thermal baths at the bottom right, the garden and fountain in the center, and the agricultural fields expanding to the left
    Ch. Fouquin / INRAP

    In ancient times, all roads led to Rome—or so the saying goes. Nowadays, new roads can lead to Roman ruins.
    During construction on an alternative route to D606, a regional road just under two miles outside of Auxerre, in central France, salvage archaeologists unearthed a sprawling Roman villa complete with a stately garden, a fountain and an elaborate system of underfloor heating known as a hypocaust, according to a statement from the French National Institute for Preventive Archaeological Research.
    While researchers have been aware of the ruins on the outskirts of the Gallo-Roman settlement of Autissiodorumsince the 19th century, previous excavations have been limited. The most recent dig, in 1966, found a 7,500-square-foot building with ten rooms and amenities that suggested its residents enjoyed great wealth and regional power.

    The site of Sainte-Nitasse, adjacent to a regional highway

    Ch. Fouquin / INRAP

    But until now, the true scale of the villa known as Sainte-Nitasse and its surrounding agricultural estates along the River Yonne was unclear. Archaeologists at INRAP have since discovered a 43,000-square-foot building thought to date to between the first and third centuries C.E. It suggests a previously unimagined level of grandeur.
    INRAP identifies the site as one of the “grand villas of Roman Gaul,” according to the statement. Grand villas are typified by their vast dimensions and sophisticated architectural style. They typically encompass both agricultural and residential portions, known in Latin as pars rustica and pars urbana, respectively. In the pars urbana, grand villas tend to feature stately construction materials like marble; extensive mosaics and frescoes; and amenities like private baths, fountains and gardens.
    So far, the excavations at Sainte-Nitasse have revealed all these features and more.
    The villa’s development is extensive. A 4,800-square-foot garden is enclosed by a fountain to the south and a water basin, or an ornamental pond, to the north. The hypocaust, an ancient system of central heating that circulated hot air beneath the floors of the house, signals a level of luxury atypical for rural estates in Roman Gaul.

    A section of the villa's hypocaust heating system, which circulated hot air beneath the floor

    Ch. Fouquin / INRAP

    “We can imagine it as an ‘aristocratic’ villa, belonging to someone with riches, responsibilities—perhaps municipal, given the proximity to Auxerre—a landowner who had staff on site,” Alexandre Burgevin, the archaeologist in charge of the excavations with INRAP, tells France Info’s Lisa Guyenne.
    Near the banks of the Yonne, a thermal bath site contains several pools where the landowner and his family bathed. On the other side of the garden, workers toiled in the fields of a massive agricultural estate.
    Aside from its size and amenities, the villa’s level of preservation also astounded archaeologists. “For a rural site, it’s quite exceptional,” Burgevin tells L’Yonne Républicaine’s Titouan Stücker. “You can walk on floors from the time period, circulate between rooms like the Gallo-Romans did.”Over time, Autissiodorum grew to become a major city along the Via Agrippa, eventually earning the honor of serving as a provincial Roman capital by the fourth century C.E. As Gaul began slipping away from the Roman Empire around the same time, the prominence of the city fluctuated. INRAP archaeologists speculate that the site was repurposed during medieval times, around the 13th century.
    Burgevin offers several explanations for why the site remained so well preserved in subsequent centuries. The humid conditions along the banks of the river might have prevented excess decay. Since this portion of the River Yonne wasn’t canalized until the 19th century, engineers may have already been aware of the presence of ruins. Or, perhaps the rubble of the villa created “bumpy,” intractable soil that was “not easy to pass over with a tractor,” he tells France Info.
    While the site will briefly open to the public on June 15 for European Archaeology Days, an annual event held at sites across the continent, excavations will continue until September, at which time construction on the road will resume. Much work is to be done, including filling in large gaps of the site’s chronology between the Roman and medieval eras.
    “We have well-built walls but few objects,” says Burgevin, per L’Yonne Républicaine. “It will be necessary to continue digging to understand better.”

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    #archaeologists #stumble #onto #sprawling #ancient
    Archaeologists Stumble Onto Sprawling Ancient Roman Villa During Construction of a Road in France
    Cool Finds Archaeologists Stumble Onto Sprawling Ancient Roman Villa During Construction of a Road in France Located near Auxerre, the grand estate once possessed an exorbitant level of wealth, with thermal baths and heated floors Aerial view of the villa, with thermal baths at the bottom right, the garden and fountain in the center, and the agricultural fields expanding to the left Ch. Fouquin / INRAP In ancient times, all roads led to Rome—or so the saying goes. Nowadays, new roads can lead to Roman ruins. During construction on an alternative route to D606, a regional road just under two miles outside of Auxerre, in central France, salvage archaeologists unearthed a sprawling Roman villa complete with a stately garden, a fountain and an elaborate system of underfloor heating known as a hypocaust, according to a statement from the French National Institute for Preventive Archaeological Research. While researchers have been aware of the ruins on the outskirts of the Gallo-Roman settlement of Autissiodorumsince the 19th century, previous excavations have been limited. The most recent dig, in 1966, found a 7,500-square-foot building with ten rooms and amenities that suggested its residents enjoyed great wealth and regional power. The site of Sainte-Nitasse, adjacent to a regional highway Ch. Fouquin / INRAP But until now, the true scale of the villa known as Sainte-Nitasse and its surrounding agricultural estates along the River Yonne was unclear. Archaeologists at INRAP have since discovered a 43,000-square-foot building thought to date to between the first and third centuries C.E. It suggests a previously unimagined level of grandeur. INRAP identifies the site as one of the “grand villas of Roman Gaul,” according to the statement. Grand villas are typified by their vast dimensions and sophisticated architectural style. They typically encompass both agricultural and residential portions, known in Latin as pars rustica and pars urbana, respectively. In the pars urbana, grand villas tend to feature stately construction materials like marble; extensive mosaics and frescoes; and amenities like private baths, fountains and gardens. So far, the excavations at Sainte-Nitasse have revealed all these features and more. The villa’s development is extensive. A 4,800-square-foot garden is enclosed by a fountain to the south and a water basin, or an ornamental pond, to the north. The hypocaust, an ancient system of central heating that circulated hot air beneath the floors of the house, signals a level of luxury atypical for rural estates in Roman Gaul. A section of the villa's hypocaust heating system, which circulated hot air beneath the floor Ch. Fouquin / INRAP “We can imagine it as an ‘aristocratic’ villa, belonging to someone with riches, responsibilities—perhaps municipal, given the proximity to Auxerre—a landowner who had staff on site,” Alexandre Burgevin, the archaeologist in charge of the excavations with INRAP, tells France Info’s Lisa Guyenne. Near the banks of the Yonne, a thermal bath site contains several pools where the landowner and his family bathed. On the other side of the garden, workers toiled in the fields of a massive agricultural estate. Aside from its size and amenities, the villa’s level of preservation also astounded archaeologists. “For a rural site, it’s quite exceptional,” Burgevin tells L’Yonne Républicaine’s Titouan Stücker. “You can walk on floors from the time period, circulate between rooms like the Gallo-Romans did.”Over time, Autissiodorum grew to become a major city along the Via Agrippa, eventually earning the honor of serving as a provincial Roman capital by the fourth century C.E. As Gaul began slipping away from the Roman Empire around the same time, the prominence of the city fluctuated. INRAP archaeologists speculate that the site was repurposed during medieval times, around the 13th century. Burgevin offers several explanations for why the site remained so well preserved in subsequent centuries. The humid conditions along the banks of the river might have prevented excess decay. Since this portion of the River Yonne wasn’t canalized until the 19th century, engineers may have already been aware of the presence of ruins. Or, perhaps the rubble of the villa created “bumpy,” intractable soil that was “not easy to pass over with a tractor,” he tells France Info. While the site will briefly open to the public on June 15 for European Archaeology Days, an annual event held at sites across the continent, excavations will continue until September, at which time construction on the road will resume. Much work is to be done, including filling in large gaps of the site’s chronology between the Roman and medieval eras. “We have well-built walls but few objects,” says Burgevin, per L’Yonne Républicaine. “It will be necessary to continue digging to understand better.” Get the latest stories in your inbox every weekday. #archaeologists #stumble #onto #sprawling #ancient
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    Archaeologists Stumble Onto Sprawling Ancient Roman Villa During Construction of a Road in France
    Cool Finds Archaeologists Stumble Onto Sprawling Ancient Roman Villa During Construction of a Road in France Located near Auxerre, the grand estate once possessed an exorbitant level of wealth, with thermal baths and heated floors Aerial view of the villa, with thermal baths at the bottom right, the garden and fountain in the center, and the agricultural fields expanding to the left Ch. Fouquin / INRAP In ancient times, all roads led to Rome—or so the saying goes. Nowadays, new roads can lead to Roman ruins. During construction on an alternative route to D606, a regional road just under two miles outside of Auxerre, in central France, salvage archaeologists unearthed a sprawling Roman villa complete with a stately garden, a fountain and an elaborate system of underfloor heating known as a hypocaust, according to a statement from the French National Institute for Preventive Archaeological Research (INRAP). While researchers have been aware of the ruins on the outskirts of the Gallo-Roman settlement of Autissiodorum (as Auxerre was once known) since the 19th century, previous excavations have been limited. The most recent dig, in 1966, found a 7,500-square-foot building with ten rooms and amenities that suggested its residents enjoyed great wealth and regional power. The site of Sainte-Nitasse, adjacent to a regional highway Ch. Fouquin / INRAP But until now, the true scale of the villa known as Sainte-Nitasse and its surrounding agricultural estates along the River Yonne was unclear. Archaeologists at INRAP have since discovered a 43,000-square-foot building thought to date to between the first and third centuries C.E. It suggests a previously unimagined level of grandeur. INRAP identifies the site as one of the “grand villas of Roman Gaul,” according to the statement. Grand villas are typified by their vast dimensions and sophisticated architectural style. They typically encompass both agricultural and residential portions, known in Latin as pars rustica and pars urbana, respectively. In the pars urbana, grand villas tend to feature stately construction materials like marble; extensive mosaics and frescoes; and amenities like private baths, fountains and gardens. So far, the excavations at Sainte-Nitasse have revealed all these features and more. The villa’s development is extensive. A 4,800-square-foot garden is enclosed by a fountain to the south and a water basin, or an ornamental pond, to the north. The hypocaust, an ancient system of central heating that circulated hot air beneath the floors of the house, signals a level of luxury atypical for rural estates in Roman Gaul. A section of the villa's hypocaust heating system, which circulated hot air beneath the floor Ch. Fouquin / INRAP “We can imagine it as an ‘aristocratic’ villa, belonging to someone with riches, responsibilities—perhaps municipal, given the proximity to Auxerre—a landowner who had staff on site,” Alexandre Burgevin, the archaeologist in charge of the excavations with INRAP, tells France Info’s Lisa Guyenne. Near the banks of the Yonne, a thermal bath site contains several pools where the landowner and his family bathed. On the other side of the garden, workers toiled in the fields of a massive agricultural estate. Aside from its size and amenities, the villa’s level of preservation also astounded archaeologists. “For a rural site, it’s quite exceptional,” Burgevin tells L’Yonne Républicaine’s Titouan Stücker. “You can walk on floors from the time period, circulate between rooms like the Gallo-Romans did.”Over time, Autissiodorum grew to become a major city along the Via Agrippa, eventually earning the honor of serving as a provincial Roman capital by the fourth century C.E. As Gaul began slipping away from the Roman Empire around the same time, the prominence of the city fluctuated. INRAP archaeologists speculate that the site was repurposed during medieval times, around the 13th century. Burgevin offers several explanations for why the site remained so well preserved in subsequent centuries. The humid conditions along the banks of the river might have prevented excess decay. Since this portion of the River Yonne wasn’t canalized until the 19th century, engineers may have already been aware of the presence of ruins. Or, perhaps the rubble of the villa created “bumpy,” intractable soil that was “not easy to pass over with a tractor,” he tells France Info. While the site will briefly open to the public on June 15 for European Archaeology Days, an annual event held at sites across the continent, excavations will continue until September, at which time construction on the road will resume. Much work is to be done, including filling in large gaps of the site’s chronology between the Roman and medieval eras. “We have well-built walls but few objects,” says Burgevin, per L’Yonne Républicaine. “It will be necessary to continue digging to understand better.” Get the latest stories in your inbox every weekday.
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  • From Rivals to Partners: What’s Up with the Google and OpenAI Cloud Deal?

    Google and OpenAI struck a cloud computing deal in May, according to a Reuters report.
    The deal surprised the industry as the two are seen as major AI rivals.
    Signs of friction between OpenAI and Microsoft may have also fueled the move.
    The partnership is a win-win.OpenAI gets more badly needed computing resources while Google profits from its B investment to boost its cloud computing capacity in 2025.

    In a surprise move, Google and OpenAI inked a deal that will see the AI rivals partnering to address OpenAI’s growing cloud computing needs.
    The story, reported by Reuters, cited anonymous sources saying that the deal had been discussed for months and finalized in May. Around this time, OpenAI has struggled to keep up with demand as its number of weekly active users and business users grew in Q1 2025. There’s also speculation of friction between OpenAI and its biggest investor Microsoft.
    Why the Deal Surprised the Tech Industry
    The rivalry between the two companies hardly needs an introduction. When OpenAI’s ChatGPT launched in November 2022, it posed a huge threat to Google that triggered a code red within the search giant and cloud services provider.
    Since then, Google has launched Bardto compete with OpenAI head-on. However, it had to play catch up with OpenAI’s more advanced ChatGPT AI chatbot. This led to numerous issues with Bard, with critics referring to it as a half-baked product.

    A post on X in February 2023 showed the Bard AI chatbot erroneously stating that the James Webb Telescope took the first picture of an exoplanet. It was, in fact, the European Southern Observatory’s Very Large Telescope that did this in 2004. Google’s parent company Alphabet lost B off its market value within 24 hours as a result.
    Two years on, Gemini made significant strides in terms of accuracy, quoting sources, and depth of information, but is still prone to hallucinations from time to time. You can see examples of these posted on social media, like telling a user to make spicy spaghetti with gasoline or the AI thinking it’s still 2024. 
    And then there’s this gem:

    With the entire industry shifting towards more AI integrations, Google went ahead and integrated its AI suite into Search via AI Overviews. It then doubled down on this integration with AI Mode, an experimental feature that lets you perform AI-powered searches by typing in a question, uploading a photo, or using your voice.
    In the future, AI Mode from Google Search could be a viable competitor to ChatGPT—unless of course, Google decides to bin it along with many of its previous products. Given the scope of the investment, and Gemini’s significant improvement, we doubt AI + Search will be axed.
    It’s a Win-Win for Google and OpenAI—Not So Much for Microsoft?
    In the business world, money and the desire for expansion can break even the biggest rivalries. And the one between the two tech giants isn’t an exception.
    Partly, it could be attributed to OpenAI’s relationship with Microsoft. Although the Redmond, Washington-based company has invested billions in OpenAI and has the resources to meet the latter’s cloud computing needs, their partnership hasn’t always been rosy. 
    Some would say it began when OpenAI CEO Sam Altman was briefly ousted in November 2023, which put a strain on the ‘best bromance in tech’ between him and Microsoft CEO Satya Nadella. Then last year, Microsoft added OpenAI to its list of competitors in the AI space before eventually losing its status as OpenAI’s exclusive cloud provider in January 2025.
    If that wasn’t enough, there’s also the matter of the two companies’ goal of achieving artificial general intelligence. Defined as when OpenAI develops AI systems that generate B in profits, reaching AGI means Microsoft will lose access to the former’s technology. With the company behind ChatGPT expecting to triple its 2025 revenue to from B the previous year, this could happen sooner rather than later.
    While OpenAI already has deals with Microsoft, Oracle, and CoreWeave to provide it with cloud services and access to infrastructure, it needs more and soon as the company has seen massive growth in the past few months.
    In February, OpenAI announced that it had over 400M weekly active users, up from 300M in December 2024. Meanwhile, the number of its business users who use ChatGPT Enterprise, ChatGPT Team, and ChatGPT Edu products also jumped from 2M in February to 3M in March.
    The good news is Google is more than ready to deliver. Its parent company has earmarked B towards its investments in AI this year, which includes boosting its cloud computing capacity.

    In April, Google launched its 7th generation tensor processing unitcalled Ironwood, which has been designed specifically for inference. According to the company, the new TPU will help power AI models that will ‘proactively retrieve and generate data to collaboratively deliver insights and answers, not just data.’The deal with OpenAI can be seen as a vote of confidence in Google’s cloud computing capability that competes with the likes of Microsoft Azure and Amazon Web Services. It also expands Google’s vast client list that includes tech, gaming, entertainment, and retail companies, as well as organizations in the public sector.

    As technology continues to evolve—from the return of 'dumbphones' to faster and sleeker computers—seasoned tech journalist, Cedric Solidon, continues to dedicate himself to writing stories that inform, empower, and connect with readers across all levels of digital literacy.
    With 20 years of professional writing experience, this University of the Philippines Journalism graduate has carved out a niche as a trusted voice in tech media. Whether he's breaking down the latest advancements in cybersecurity or explaining how silicon-carbon batteries can extend your phone’s battery life, his writing remains rooted in clarity, curiosity, and utility.
    Long before he was writing for Techreport, HP, Citrix, SAP, Globe Telecom, CyberGhost VPN, and ExpressVPN, Cedric's love for technology began at home courtesy of a Nintendo Family Computer and a stack of tech magazines.
    Growing up, his days were often filled with sessions of Contra, Bomberman, Red Alert 2, and the criminally underrated Crusader: No Regret. But gaming wasn't his only gateway to tech. 
    He devoured every T3, PCMag, and PC Gamer issue he could get his hands on, often reading them cover to cover. It wasn’t long before he explored the early web in IRC chatrooms, online forums, and fledgling tech blogs, soaking in every byte of knowledge from the late '90s and early 2000s internet boom.
    That fascination with tech didn’t just stick. It evolved into a full-blown calling.
    After graduating with a degree in Journalism, he began his writing career at the dawn of Web 2.0. What started with small editorial roles and freelance gigs soon grew into a full-fledged career.
    He has since collaborated with global tech leaders, lending his voice to content that bridges technical expertise with everyday usability. He’s also written annual reports for Globe Telecom and consumer-friendly guides for VPN companies like CyberGhost and ExpressVPN, empowering readers to understand the importance of digital privacy.
    His versatility spans not just tech journalism but also technical writing. He once worked with a local tech company developing web and mobile apps for logistics firms, crafting documentation and communication materials that brought together user-friendliness with deep technical understanding. That experience sharpened his ability to break down dense, often jargon-heavy material into content that speaks clearly to both developers and decision-makers.
    At the heart of his work lies a simple belief: technology should feel empowering, not intimidating. Even if the likes of smartphones and AI are now commonplace, he understands that there's still a knowledge gap, especially when it comes to hardware or the real-world benefits of new tools. His writing hopes to help close that gap.
    Cedric’s writing style reflects that mission. It’s friendly without being fluffy and informative without being overwhelming. Whether writing for seasoned IT professionals or casual readers curious about the latest gadgets, he focuses on how a piece of technology can improve our lives, boost our productivity, or make our work more efficient. That human-first approach makes his content feel more like a conversation than a technical manual.
    As his writing career progresses, his passion for tech journalism remains as strong as ever. With the growing need for accessible, responsible tech communication, he sees his role not just as a journalist but as a guide who helps readers navigate a digital world that’s often as confusing as it is exciting.
    From reviewing the latest devices to unpacking global tech trends, Cedric isn’t just reporting on the future; he’s helping to write it.

    View all articles by Cedric Solidon

    Our editorial process

    The Tech Report editorial policy is centered on providing helpful, accurate content that offers real value to our readers. We only work with experienced writers who have specific knowledge in the topics they cover, including latest developments in technology, online privacy, cryptocurrencies, software, and more. Our editorial policy ensures that each topic is researched and curated by our in-house editors. We maintain rigorous journalistic standards, and every article is 100% written by real authors.
    #rivals #partners #whats #with #google
    From Rivals to Partners: What’s Up with the Google and OpenAI Cloud Deal?
    Google and OpenAI struck a cloud computing deal in May, according to a Reuters report. The deal surprised the industry as the two are seen as major AI rivals. Signs of friction between OpenAI and Microsoft may have also fueled the move. The partnership is a win-win.OpenAI gets more badly needed computing resources while Google profits from its B investment to boost its cloud computing capacity in 2025. In a surprise move, Google and OpenAI inked a deal that will see the AI rivals partnering to address OpenAI’s growing cloud computing needs. The story, reported by Reuters, cited anonymous sources saying that the deal had been discussed for months and finalized in May. Around this time, OpenAI has struggled to keep up with demand as its number of weekly active users and business users grew in Q1 2025. There’s also speculation of friction between OpenAI and its biggest investor Microsoft. Why the Deal Surprised the Tech Industry The rivalry between the two companies hardly needs an introduction. When OpenAI’s ChatGPT launched in November 2022, it posed a huge threat to Google that triggered a code red within the search giant and cloud services provider. Since then, Google has launched Bardto compete with OpenAI head-on. However, it had to play catch up with OpenAI’s more advanced ChatGPT AI chatbot. This led to numerous issues with Bard, with critics referring to it as a half-baked product. A post on X in February 2023 showed the Bard AI chatbot erroneously stating that the James Webb Telescope took the first picture of an exoplanet. It was, in fact, the European Southern Observatory’s Very Large Telescope that did this in 2004. Google’s parent company Alphabet lost B off its market value within 24 hours as a result. Two years on, Gemini made significant strides in terms of accuracy, quoting sources, and depth of information, but is still prone to hallucinations from time to time. You can see examples of these posted on social media, like telling a user to make spicy spaghetti with gasoline or the AI thinking it’s still 2024.  And then there’s this gem: With the entire industry shifting towards more AI integrations, Google went ahead and integrated its AI suite into Search via AI Overviews. It then doubled down on this integration with AI Mode, an experimental feature that lets you perform AI-powered searches by typing in a question, uploading a photo, or using your voice. In the future, AI Mode from Google Search could be a viable competitor to ChatGPT—unless of course, Google decides to bin it along with many of its previous products. Given the scope of the investment, and Gemini’s significant improvement, we doubt AI + Search will be axed. It’s a Win-Win for Google and OpenAI—Not So Much for Microsoft? In the business world, money and the desire for expansion can break even the biggest rivalries. And the one between the two tech giants isn’t an exception. Partly, it could be attributed to OpenAI’s relationship with Microsoft. Although the Redmond, Washington-based company has invested billions in OpenAI and has the resources to meet the latter’s cloud computing needs, their partnership hasn’t always been rosy.  Some would say it began when OpenAI CEO Sam Altman was briefly ousted in November 2023, which put a strain on the ‘best bromance in tech’ between him and Microsoft CEO Satya Nadella. Then last year, Microsoft added OpenAI to its list of competitors in the AI space before eventually losing its status as OpenAI’s exclusive cloud provider in January 2025. If that wasn’t enough, there’s also the matter of the two companies’ goal of achieving artificial general intelligence. Defined as when OpenAI develops AI systems that generate B in profits, reaching AGI means Microsoft will lose access to the former’s technology. With the company behind ChatGPT expecting to triple its 2025 revenue to from B the previous year, this could happen sooner rather than later. While OpenAI already has deals with Microsoft, Oracle, and CoreWeave to provide it with cloud services and access to infrastructure, it needs more and soon as the company has seen massive growth in the past few months. In February, OpenAI announced that it had over 400M weekly active users, up from 300M in December 2024. Meanwhile, the number of its business users who use ChatGPT Enterprise, ChatGPT Team, and ChatGPT Edu products also jumped from 2M in February to 3M in March. The good news is Google is more than ready to deliver. Its parent company has earmarked B towards its investments in AI this year, which includes boosting its cloud computing capacity. In April, Google launched its 7th generation tensor processing unitcalled Ironwood, which has been designed specifically for inference. According to the company, the new TPU will help power AI models that will ‘proactively retrieve and generate data to collaboratively deliver insights and answers, not just data.’The deal with OpenAI can be seen as a vote of confidence in Google’s cloud computing capability that competes with the likes of Microsoft Azure and Amazon Web Services. It also expands Google’s vast client list that includes tech, gaming, entertainment, and retail companies, as well as organizations in the public sector. As technology continues to evolve—from the return of 'dumbphones' to faster and sleeker computers—seasoned tech journalist, Cedric Solidon, continues to dedicate himself to writing stories that inform, empower, and connect with readers across all levels of digital literacy. With 20 years of professional writing experience, this University of the Philippines Journalism graduate has carved out a niche as a trusted voice in tech media. Whether he's breaking down the latest advancements in cybersecurity or explaining how silicon-carbon batteries can extend your phone’s battery life, his writing remains rooted in clarity, curiosity, and utility. Long before he was writing for Techreport, HP, Citrix, SAP, Globe Telecom, CyberGhost VPN, and ExpressVPN, Cedric's love for technology began at home courtesy of a Nintendo Family Computer and a stack of tech magazines. Growing up, his days were often filled with sessions of Contra, Bomberman, Red Alert 2, and the criminally underrated Crusader: No Regret. But gaming wasn't his only gateway to tech.  He devoured every T3, PCMag, and PC Gamer issue he could get his hands on, often reading them cover to cover. It wasn’t long before he explored the early web in IRC chatrooms, online forums, and fledgling tech blogs, soaking in every byte of knowledge from the late '90s and early 2000s internet boom. That fascination with tech didn’t just stick. It evolved into a full-blown calling. After graduating with a degree in Journalism, he began his writing career at the dawn of Web 2.0. What started with small editorial roles and freelance gigs soon grew into a full-fledged career. He has since collaborated with global tech leaders, lending his voice to content that bridges technical expertise with everyday usability. He’s also written annual reports for Globe Telecom and consumer-friendly guides for VPN companies like CyberGhost and ExpressVPN, empowering readers to understand the importance of digital privacy. His versatility spans not just tech journalism but also technical writing. He once worked with a local tech company developing web and mobile apps for logistics firms, crafting documentation and communication materials that brought together user-friendliness with deep technical understanding. That experience sharpened his ability to break down dense, often jargon-heavy material into content that speaks clearly to both developers and decision-makers. At the heart of his work lies a simple belief: technology should feel empowering, not intimidating. Even if the likes of smartphones and AI are now commonplace, he understands that there's still a knowledge gap, especially when it comes to hardware or the real-world benefits of new tools. His writing hopes to help close that gap. Cedric’s writing style reflects that mission. It’s friendly without being fluffy and informative without being overwhelming. Whether writing for seasoned IT professionals or casual readers curious about the latest gadgets, he focuses on how a piece of technology can improve our lives, boost our productivity, or make our work more efficient. That human-first approach makes his content feel more like a conversation than a technical manual. As his writing career progresses, his passion for tech journalism remains as strong as ever. With the growing need for accessible, responsible tech communication, he sees his role not just as a journalist but as a guide who helps readers navigate a digital world that’s often as confusing as it is exciting. From reviewing the latest devices to unpacking global tech trends, Cedric isn’t just reporting on the future; he’s helping to write it. View all articles by Cedric Solidon Our editorial process The Tech Report editorial policy is centered on providing helpful, accurate content that offers real value to our readers. We only work with experienced writers who have specific knowledge in the topics they cover, including latest developments in technology, online privacy, cryptocurrencies, software, and more. Our editorial policy ensures that each topic is researched and curated by our in-house editors. We maintain rigorous journalistic standards, and every article is 100% written by real authors. #rivals #partners #whats #with #google
    TECHREPORT.COM
    From Rivals to Partners: What’s Up with the Google and OpenAI Cloud Deal?
    Google and OpenAI struck a cloud computing deal in May, according to a Reuters report. The deal surprised the industry as the two are seen as major AI rivals. Signs of friction between OpenAI and Microsoft may have also fueled the move. The partnership is a win-win.OpenAI gets more badly needed computing resources while Google profits from its $75B investment to boost its cloud computing capacity in 2025. In a surprise move, Google and OpenAI inked a deal that will see the AI rivals partnering to address OpenAI’s growing cloud computing needs. The story, reported by Reuters, cited anonymous sources saying that the deal had been discussed for months and finalized in May. Around this time, OpenAI has struggled to keep up with demand as its number of weekly active users and business users grew in Q1 2025. There’s also speculation of friction between OpenAI and its biggest investor Microsoft. Why the Deal Surprised the Tech Industry The rivalry between the two companies hardly needs an introduction. When OpenAI’s ChatGPT launched in November 2022, it posed a huge threat to Google that triggered a code red within the search giant and cloud services provider. Since then, Google has launched Bard (now known as Gemini) to compete with OpenAI head-on. However, it had to play catch up with OpenAI’s more advanced ChatGPT AI chatbot. This led to numerous issues with Bard, with critics referring to it as a half-baked product. A post on X in February 2023 showed the Bard AI chatbot erroneously stating that the James Webb Telescope took the first picture of an exoplanet. It was, in fact, the European Southern Observatory’s Very Large Telescope that did this in 2004. Google’s parent company Alphabet lost $100B off its market value within 24 hours as a result. Two years on, Gemini made significant strides in terms of accuracy, quoting sources, and depth of information, but is still prone to hallucinations from time to time. You can see examples of these posted on social media, like telling a user to make spicy spaghetti with gasoline or the AI thinking it’s still 2024.  And then there’s this gem: With the entire industry shifting towards more AI integrations, Google went ahead and integrated its AI suite into Search via AI Overviews. It then doubled down on this integration with AI Mode, an experimental feature that lets you perform AI-powered searches by typing in a question, uploading a photo, or using your voice. In the future, AI Mode from Google Search could be a viable competitor to ChatGPT—unless of course, Google decides to bin it along with many of its previous products. Given the scope of the investment, and Gemini’s significant improvement, we doubt AI + Search will be axed. It’s a Win-Win for Google and OpenAI—Not So Much for Microsoft? In the business world, money and the desire for expansion can break even the biggest rivalries. And the one between the two tech giants isn’t an exception. Partly, it could be attributed to OpenAI’s relationship with Microsoft. Although the Redmond, Washington-based company has invested billions in OpenAI and has the resources to meet the latter’s cloud computing needs, their partnership hasn’t always been rosy.  Some would say it began when OpenAI CEO Sam Altman was briefly ousted in November 2023, which put a strain on the ‘best bromance in tech’ between him and Microsoft CEO Satya Nadella. Then last year, Microsoft added OpenAI to its list of competitors in the AI space before eventually losing its status as OpenAI’s exclusive cloud provider in January 2025. If that wasn’t enough, there’s also the matter of the two companies’ goal of achieving artificial general intelligence (AGI). Defined as when OpenAI develops AI systems that generate $100B in profits, reaching AGI means Microsoft will lose access to the former’s technology. With the company behind ChatGPT expecting to triple its 2025 revenue to $12.7 from $3.7B the previous year, this could happen sooner rather than later. While OpenAI already has deals with Microsoft, Oracle, and CoreWeave to provide it with cloud services and access to infrastructure, it needs more and soon as the company has seen massive growth in the past few months. In February, OpenAI announced that it had over 400M weekly active users, up from 300M in December 2024. Meanwhile, the number of its business users who use ChatGPT Enterprise, ChatGPT Team, and ChatGPT Edu products also jumped from 2M in February to 3M in March. The good news is Google is more than ready to deliver. Its parent company has earmarked $75B towards its investments in AI this year, which includes boosting its cloud computing capacity. In April, Google launched its 7th generation tensor processing unit (TPU) called Ironwood, which has been designed specifically for inference. According to the company, the new TPU will help power AI models that will ‘proactively retrieve and generate data to collaboratively deliver insights and answers, not just data.’The deal with OpenAI can be seen as a vote of confidence in Google’s cloud computing capability that competes with the likes of Microsoft Azure and Amazon Web Services. It also expands Google’s vast client list that includes tech, gaming, entertainment, and retail companies, as well as organizations in the public sector. As technology continues to evolve—from the return of 'dumbphones' to faster and sleeker computers—seasoned tech journalist, Cedric Solidon, continues to dedicate himself to writing stories that inform, empower, and connect with readers across all levels of digital literacy. With 20 years of professional writing experience, this University of the Philippines Journalism graduate has carved out a niche as a trusted voice in tech media. Whether he's breaking down the latest advancements in cybersecurity or explaining how silicon-carbon batteries can extend your phone’s battery life, his writing remains rooted in clarity, curiosity, and utility. Long before he was writing for Techreport, HP, Citrix, SAP, Globe Telecom, CyberGhost VPN, and ExpressVPN, Cedric's love for technology began at home courtesy of a Nintendo Family Computer and a stack of tech magazines. Growing up, his days were often filled with sessions of Contra, Bomberman, Red Alert 2, and the criminally underrated Crusader: No Regret. But gaming wasn't his only gateway to tech.  He devoured every T3, PCMag, and PC Gamer issue he could get his hands on, often reading them cover to cover. It wasn’t long before he explored the early web in IRC chatrooms, online forums, and fledgling tech blogs, soaking in every byte of knowledge from the late '90s and early 2000s internet boom. That fascination with tech didn’t just stick. It evolved into a full-blown calling. After graduating with a degree in Journalism, he began his writing career at the dawn of Web 2.0. What started with small editorial roles and freelance gigs soon grew into a full-fledged career. He has since collaborated with global tech leaders, lending his voice to content that bridges technical expertise with everyday usability. He’s also written annual reports for Globe Telecom and consumer-friendly guides for VPN companies like CyberGhost and ExpressVPN, empowering readers to understand the importance of digital privacy. His versatility spans not just tech journalism but also technical writing. He once worked with a local tech company developing web and mobile apps for logistics firms, crafting documentation and communication materials that brought together user-friendliness with deep technical understanding. That experience sharpened his ability to break down dense, often jargon-heavy material into content that speaks clearly to both developers and decision-makers. At the heart of his work lies a simple belief: technology should feel empowering, not intimidating. Even if the likes of smartphones and AI are now commonplace, he understands that there's still a knowledge gap, especially when it comes to hardware or the real-world benefits of new tools. His writing hopes to help close that gap. Cedric’s writing style reflects that mission. It’s friendly without being fluffy and informative without being overwhelming. Whether writing for seasoned IT professionals or casual readers curious about the latest gadgets, he focuses on how a piece of technology can improve our lives, boost our productivity, or make our work more efficient. That human-first approach makes his content feel more like a conversation than a technical manual. As his writing career progresses, his passion for tech journalism remains as strong as ever. With the growing need for accessible, responsible tech communication, he sees his role not just as a journalist but as a guide who helps readers navigate a digital world that’s often as confusing as it is exciting. From reviewing the latest devices to unpacking global tech trends, Cedric isn’t just reporting on the future; he’s helping to write it. View all articles by Cedric Solidon Our editorial process The Tech Report editorial policy is centered on providing helpful, accurate content that offers real value to our readers. We only work with experienced writers who have specific knowledge in the topics they cover, including latest developments in technology, online privacy, cryptocurrencies, software, and more. Our editorial policy ensures that each topic is researched and curated by our in-house editors. We maintain rigorous journalistic standards, and every article is 100% written by real authors.
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  • Trump’s new travel ban, briefly explained

    This story appeared in The Logoff, a daily newsletter that helps you stay informed about the Trump administration without letting political news take over your life. Subscribe here.Welcome to The Logoff: President Donald Trump and Elon Musk’s increasingly nasty public split is dominating headlines today, and you can read all about it here. But it also means that another change Trump made this week is flying under the radar — one with consequences for millions of people around the world.What just happened? On Wednesday evening, the Trump administration announced a total ban on entry to the US for citizens of 12 countries, resurrecting a key first-term policy. The ban also includes partial restrictions on seven other countries and is set to take effect this coming Monday, June 9.Which countries does the ban impact? Immigrants, students, and tourists will all be affected. Citizens of Afghanistan, Myanmar, Chad, Republic of the Congo, Equatorial Guinea, Eritrea, Haiti, Iran, Libya, Somalia, Sudan, and Yemen are subject to a total ban, while all immigrant visas and many classes of non-immigrant visa for citizens of Burundi, Cuba, Laos, Sierra Leone, Togo, Turkmenistan, and Venezuela are covered by the partial restrictions.What’s the context? This new ban isn’t a surprise — a “Muslim ban,” which was eventually upheld by the Supreme Court after multiple iterations, was a flagship policy in the first Trump administration, and the second Trump administration has previously signaled its intent to bring back some version of the policy. In March, it was reported that the administration was considering various restrictions on at least 43 different countries. What’s different this time? The new ban covers more countries and cites a wider range of justifications. In addition to national security concerns, the ban also alleges “significant risks” of visa overstays from some of the impacted countries. It comes as the administration steps up an ever-more-aggressive campaign of deportation and anti-immigration policies. RelatedThe real reasons Musk is feuding with TrumpAnd with that, it’s time to log off…The NBA finals start tonight, featuring the Oklahoma City Thunder and the Indiana Pacers! I really enjoyed this preview of the series from Defector, which is a great starting point whether or not you’ve been following along through the playoffs. That being said, the Thunder head into the series as favorites — something I, a former Washington state resident, cannot condone. Go Pacers, and long live the Sonics.See More:
    #trumps #new #travel #ban #briefly
    Trump’s new travel ban, briefly explained
    This story appeared in The Logoff, a daily newsletter that helps you stay informed about the Trump administration without letting political news take over your life. Subscribe here.Welcome to The Logoff: President Donald Trump and Elon Musk’s increasingly nasty public split is dominating headlines today, and you can read all about it here. But it also means that another change Trump made this week is flying under the radar — one with consequences for millions of people around the world.What just happened? On Wednesday evening, the Trump administration announced a total ban on entry to the US for citizens of 12 countries, resurrecting a key first-term policy. The ban also includes partial restrictions on seven other countries and is set to take effect this coming Monday, June 9.Which countries does the ban impact? Immigrants, students, and tourists will all be affected. Citizens of Afghanistan, Myanmar, Chad, Republic of the Congo, Equatorial Guinea, Eritrea, Haiti, Iran, Libya, Somalia, Sudan, and Yemen are subject to a total ban, while all immigrant visas and many classes of non-immigrant visa for citizens of Burundi, Cuba, Laos, Sierra Leone, Togo, Turkmenistan, and Venezuela are covered by the partial restrictions.What’s the context? This new ban isn’t a surprise — a “Muslim ban,” which was eventually upheld by the Supreme Court after multiple iterations, was a flagship policy in the first Trump administration, and the second Trump administration has previously signaled its intent to bring back some version of the policy. In March, it was reported that the administration was considering various restrictions on at least 43 different countries. What’s different this time? The new ban covers more countries and cites a wider range of justifications. In addition to national security concerns, the ban also alleges “significant risks” of visa overstays from some of the impacted countries. It comes as the administration steps up an ever-more-aggressive campaign of deportation and anti-immigration policies. RelatedThe real reasons Musk is feuding with TrumpAnd with that, it’s time to log off…The NBA finals start tonight, featuring the Oklahoma City Thunder and the Indiana Pacers! I really enjoyed this preview of the series from Defector, which is a great starting point whether or not you’ve been following along through the playoffs. That being said, the Thunder head into the series as favorites — something I, a former Washington state resident, cannot condone. Go Pacers, and long live the Sonics.See More: #trumps #new #travel #ban #briefly
    WWW.VOX.COM
    Trump’s new travel ban, briefly explained
    This story appeared in The Logoff, a daily newsletter that helps you stay informed about the Trump administration without letting political news take over your life. Subscribe here.Welcome to The Logoff: President Donald Trump and Elon Musk’s increasingly nasty public split is dominating headlines today, and you can read all about it here. But it also means that another change Trump made this week is flying under the radar — one with consequences for millions of people around the world.What just happened? On Wednesday evening, the Trump administration announced a total ban on entry to the US for citizens of 12 countries, resurrecting a key first-term policy. The ban also includes partial restrictions on seven other countries and is set to take effect this coming Monday, June 9.Which countries does the ban impact? Immigrants, students, and tourists will all be affected. Citizens of Afghanistan, Myanmar, Chad, Republic of the Congo, Equatorial Guinea, Eritrea, Haiti, Iran, Libya, Somalia, Sudan, and Yemen are subject to a total ban, while all immigrant visas and many classes of non-immigrant visa for citizens of Burundi, Cuba, Laos, Sierra Leone, Togo, Turkmenistan, and Venezuela are covered by the partial restrictions.What’s the context? This new ban isn’t a surprise — a “Muslim ban,” which was eventually upheld by the Supreme Court after multiple iterations, was a flagship policy in the first Trump administration, and the second Trump administration has previously signaled its intent to bring back some version of the policy. In March, it was reported that the administration was considering various restrictions on at least 43 different countries. What’s different this time? The new ban covers more countries and cites a wider range of justifications. In addition to national security concerns, the ban also alleges “significant risks” of visa overstays from some of the impacted countries. It comes as the administration steps up an ever-more-aggressive campaign of deportation and anti-immigration policies. RelatedThe real reasons Musk is feuding with TrumpAnd with that, it’s time to log off…The NBA finals start tonight, featuring the Oklahoma City Thunder and the Indiana Pacers! I really enjoyed this preview of the series from Defector, which is a great starting point whether or not you’ve been following along through the playoffs. That being said, the Thunder head into the series as favorites — something I, a former Washington state resident, cannot condone. Go Pacers, and long live the Sonics.See More:
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  • Double-Whammy When AGI Embeds With Humanoid Robots And Occupies Both White-Collar And Blue-Collar Jobs

    AGI will be embedded into humanoid robots, which makes white-collar and blue-collar jobs a target ... More for walking/talking automation.getty
    In today’s column, I examine the highly worrisome qualms expressed that the advent of artificial general intelligenceis likely to usurp white-collar jobs. The stated concern is that since AGI will be on par with human intellect, any job that relies principally on intellectual pursuits such as typical white-collar work will be taken over via the use of AGI. Employers will realize that rather than dealing with human white-collar workers, they can more readily get the job done via AGI. This, in turn, has led to a rising call that people should aim toward blue-collar jobs, doing so becausethose forms of employment will not be undercut via AGI.

    Sorry to say, that misses the bigger picture, namely that AGI when combined with humanoid robots is coming not only for white-collar jobs but also blue-collar jobs too. It is a proverbial double-whammy when it comes to the attainment of AGI.

    Let’s talk about it.

    This analysis of an innovative AI breakthrough is part of my ongoing Forbes column coverage on the latest in AI, including identifying and explaining various impactful AI complexities.

    Heading Toward AGI And ASI
    First, some fundamentals are required to set the stage for this weighty discussion.
    There is a great deal of research going on to further advance AI. The general goal is to either reach artificial general intelligenceor maybe even the outstretched possibility of achieving artificial superintelligence.
    AGI is AI that is considered on par with human intellect and can seemingly match our intelligence. ASI is AI that has gone beyond human intellect and would be superior in many if not all feasible ways. The idea is that ASI would be able to run circles around humans by outthinking us at every turn. For more details on the nature of conventional AI versus AGI and ASI, see my analysis at the link here.
    We have not yet attained AGI.
    In fact, it is unknown as to whether we will reach AGI, or that maybe AGI will be achievable in decades or perhaps centuries from now. The AGI attainment dates that are floating around are wildly varying and wildly unsubstantiated by any credible evidence or ironclad logic. ASI is even more beyond the pale when it comes to where we are currently with conventional AI.
    AGI Problem Only Half Seen
    Before launching into the primary matter at hand in this discussion, let’s contemplate a famous quote attributed to Charles Kettering, a legendary inventor, who said, “A problem well-stated is a problem half-solved.”

    I bring this up because those loud clamors right now about the assumption that AGI will replace white-collar workers are only seeing half of the problem. The problem as they see it is that since AGI is intellectually on par with humans, and since white-collar workers mainly use intellect in their work endeavors, AGI is going to be used in place of humans for white-collar work.
    I will in a moment explain why that’s only half of the problem and there is a demonstrative need to more carefully and fully articulate the nature of the problem.
    Will AGI Axiomatically Take White-Collar Jobs
    On a related facet, the belief that AGI will axiomatically replace white-collar labor makes a number of other related key assumptions. I shall briefly explore those and then come back to why the problem itself is only half-baked.
    The cost of using AGI for doing white-collar work will need to be presumably a better ROI choice over human workers. If not, then an employer would be wiser to stick with humans rather than employing AGI. There seems to often be an unstated belief that AGI is necessarily going to be a less costly route than employing humans.
    We don’t know yet what the cost of using AGI will be.
    It could be highly expensive. Indeed, some are worried that the world will divide into the AGI haves and AGI have-nots, partially due to the exorbitant cost that AGI might involve. If AGI is free to use, well, that would seem to be the nail in the coffin related to using human workers for the same capacity. Another angle is that AGI is relatively inexpensive in comparison to human labor. In that case, the use of AGI is likely to win over human labor usage.
    But if the cost of AGI is nearer to the cost of human labor, or more so, then employers would rationally need to weigh the use of one versus the other.
    Note that when referring to the cost of human labor, there is more to that calculation than simply the dollar-hour labor rate per se. There are lots of other less apparent costs, such as the cost to manage human labor, the cost of dealing with HR-related issues, and many other factors that come into the weighty matter. Thus, an AGI versus human labor ROI will be more complex than it might seem at an initial glance. In addition, keep in mind that AGI would seemingly be readily switched on and off, and have other capacities that human labor would not equally tend to allow.
    The Other Half Is Coming Too
    Assume that by and large the advent of AGI will decimate the need for white-collar human labor. The refrain right now is that people should begin tilting toward blue-collar jobs as an alternative to white-collar jobs. This is a logical form of thinking in the sense that AGI as an intellectual mechanism would be unable to compete in jobs that involve hands-on work.
    A plumber needs to come to your house and do hands-on work to fix your plumbing. This is a physicality that entails arriving at your physical home, physically bringing and using tools, and physically repairing your faulty home plumbing. A truck driver likewise needs to sit in the cab of a truck and drive the vehicle. These are physically based tasks.
    There is no getting around the fact that these are hands-on activities.
    Aha, yes, those are physical tasks, but that doesn’t necessarily mean that only human hands can perform them. The gradual emergence of humanoid robots will provide an alternative to human hands. A humanoid robot is a type of robot that is built to resemble a human in form and function. You’ve undoubtedly seen those types of robots in the many online video recordings showing them walking, jumping, grasping at objects, and so on.
    A tremendous amount of active research and development is taking place to devise humanoid robots. They look comical right now. You watch those videos and laugh when the robot trips over a mere stick lying on the ground, something that a human would seldom trip over. You scoff when a robot tries to grasp a coffee cup and inadvertently spills most of the coffee. It all seems humorous and a silly pursuit.
    Keep in mind that we are all observing the development process while it is still taking place. At some point, those guffaws of the humanoid robots will lessen. Humanoid robots will be as smooth and graceful as humans. This will continue to be honed. Eventually, humanoid robots will be less prone to physical errors that humans make. In a sense, the physicality of a humanoid robot will be on par with humans, if not better, due to its mechanical properties.
    Do not discount the coming era of quite physically capable humanoid robots.
    AGI And Humanoid Robots Pair Up
    You might remember that in The Wonderful Wizard of Oz, the fictional character known as The Strawman lacked a brain.
    Without seeming to anthropomorphize humanoid robots, the current situation is that those robots typically use a form of AI that is below the sophistication level of modern generative AI. That’s fine for now due to the need to first ensure that the physical movements of the robots get refined.
    I have discussed that a said-to-be realm of Physical AI is going to be a huge breakthrough with incredible ramifications, see my analysis at the link here. The idea underlying Physical AI is that the AI of today is being uplifted by doing data training on the physical world. This also tends to include the use of World Models, consisting of broad constructions about how the physical world works, such as that we are bound to operate under conditions of gravity, and other physical laws of nature, see the link here.
    The bottom line here is that there will be a close pairing of robust AI with humanoid robots.
    Imagine what a humanoid robot can accomplish if it is paired with AGI.
    I’ll break the suspense and point out that AGI paired with humanoid robots means that those robots readily enter the blue-collar worker realm. Suppose your plumbing needs fixing. No worries, a humanoid robot that encompasses AGI will be sent to your home. The AGI is astute enough to carry on conversations with you, and the AGI also fully operates the robot to undertake the plumbing tasks.
    How did the AGI-paired humanoid robot get to your home?
    Easy-peasy, it drove a car or truck to get there.
    I’ve previously predicted that all the work on devising autonomous vehicles and self-driving cars will get shaken up once we have suitable humanoid robots devised. There won’t be a need for a vehicle to contain self-driving capabilities. A humanoid robot will simply sit in the driver’s seat and drive the vehicle. This is a much more open-ended solution than having to craft components that go into and onto a vehicle to enable self-driving. See my coverage at the link here.
    Timing Is Notable
    One of the reasons that many do not give much thought to the pairing of AGI with humanoid robots is that today’s humanoid robots seem extraordinarily rudimentary and incapable of performing physical dexterity tasks on par with human capabilities. Meanwhile, there is brazen talk that AGI is just around the corner.
    AGI is said to be within our grasp.
    Let’s give the timing considerations a bit of scrutiny.
    There are three primary timing angles:

    Option 1: AGI first, then humanoid robots. AGI is attained before humanoid robots are sufficiently devised.
    Option 2: Humanoid robots first, then AGI. Humanoid robots are physically fluently adept before AGI is attained.
    Option 3: AGI and humanoid robots arrive about at the same time. AGI is attained and at the same time, it turns out that humanoid robots are fluently adept too, mainly by coincidence and not due to any cross-mixing.

    A skeptic would insist that there is a fourth possibility, consisting of the possibility that we never achieve AGI and/or we fail to achieve sufficiently physically capable humanoid robots. I am going to reject that possibility. Perhaps I am overly optimistic, but it seems to me that we will eventually attain AGI, and we will eventually attain physically capable humanoid robots.
    I shall next respectively consider each of the three genuinely reasonable possibilities.
    Option 1: AGI First, Then Humanoid Robots
    What if we manage to attain AGI before we manage to achieve physically fluent humanoid robots?
    That’s just fine.
    We would indubitably put AGI to work as a partner with humans in figuring out how we can push along the budding humanoid robot development process. It seems nearly obvious that with AGI’s capable assistance, we would overcome any bottlenecks and soon enough arrive at top-notch physically adept humanoid robots.
    At that juncture, we would then toss AGI into the humanoid robots and have ourselves quite an amazing combination.
    Option 2: Humanoid Robots First, Then AGI
    Suppose that we devise very physically adept humanoid robots but have not yet arrived at AGI.
    Are we in a pickle?
    Nope.
    We could use conventional advanced AI inside those humanoid robots. The combination would certainly be good enough for a wide variety of tasks. The odds are that we would need to be cautious about where such robots are utilized. Nonetheless, we would have essentially walking, talking, and productive humanoid robots.
    If AGI never happens, oh well, we end up with pretty good humanoid robots. On the other hand, once we arrive at AGI, those humanoid robots will be stellar. It’s just a matter of time.
    Option 3: AGI And Humanoid Robots At The Same Time
    Let’s consider the potential of AGI and humanoid robots perchance being attained around the same time. Assume that this timing isn’t due to an outright cross-mixing with each other. They just so happen to advance on a similar timeline.
    I tend to believe that’s the most likely of the three scenarios.
    Here’s why.
    First, despite all the hubris about AGI being within earshot, perhaps in the next year or two, which is a popular pronouncement by many AI luminaries, I tend to side with recent surveys of AI developers that put the date around the year 2040. Some AI luminaires sneakily play with the definition of AGI in hopes of making their predictions come true sooner, akin to moving the goalposts to easily score points. For my coverage on Sam Altman’s efforts of moving the cheese regarding AGI attainment, see the link here.
    Second, if you are willing to entertain the year 2040 as a potential date for achieving AGI, that’s about 15 years from now. In my estimation, the advancements being made in humanoid robots will readily progress such that by 2040 they will be very physically adept. Probably be sooner, but let’s go with the year 2040 for ease of contemplation.
    In my view, we will likely have humanoid robots doing well enough that they will be put into use prior to arriving at AGI. The pinnacle of robust humanoid robots and the attainment of AGI will roughly coincide with each other.

    Two peas in a pod.Impact Of Enormous Consequences
    In an upcoming column posting, I will examine the enormous consequences of having AGI paired with fully physically capable humanoid robots. As noted above, this will have a humongous impact on white-collar work and blue-collar work. There will be gargantuan economic impacts, societal impacts, cultural impacts, and so on.
    Some final thoughts for now.
    A single whammy is already being hotly debated. The debates currently tend to be preoccupied with the loss of white-collar jobs due to the attainment of AGI. A saving grace seems to be that at least blue-collar jobs are going to be around and thriving, even once AGI is attained. The world doesn’t seem overly gloomy if you can cling to the upbeat posture that blue-collar tasks remain intact.
    The double whammy is a lot more to take in.
    But the double whammy is the truth. The truth needs to be faced. If you are having doubts as a human about the future, just remember the famous words of Vince Lombardi: “Winners never quit, and quitters never win.”
    Humankind can handle the double whammy.
    Stay tuned for my upcoming coverage of what this entails.
    #doublewhammy #when #agi #embeds #with
    Double-Whammy When AGI Embeds With Humanoid Robots And Occupies Both White-Collar And Blue-Collar Jobs
    AGI will be embedded into humanoid robots, which makes white-collar and blue-collar jobs a target ... More for walking/talking automation.getty In today’s column, I examine the highly worrisome qualms expressed that the advent of artificial general intelligenceis likely to usurp white-collar jobs. The stated concern is that since AGI will be on par with human intellect, any job that relies principally on intellectual pursuits such as typical white-collar work will be taken over via the use of AGI. Employers will realize that rather than dealing with human white-collar workers, they can more readily get the job done via AGI. This, in turn, has led to a rising call that people should aim toward blue-collar jobs, doing so becausethose forms of employment will not be undercut via AGI. Sorry to say, that misses the bigger picture, namely that AGI when combined with humanoid robots is coming not only for white-collar jobs but also blue-collar jobs too. It is a proverbial double-whammy when it comes to the attainment of AGI. Let’s talk about it. This analysis of an innovative AI breakthrough is part of my ongoing Forbes column coverage on the latest in AI, including identifying and explaining various impactful AI complexities. Heading Toward AGI And ASI First, some fundamentals are required to set the stage for this weighty discussion. There is a great deal of research going on to further advance AI. The general goal is to either reach artificial general intelligenceor maybe even the outstretched possibility of achieving artificial superintelligence. AGI is AI that is considered on par with human intellect and can seemingly match our intelligence. ASI is AI that has gone beyond human intellect and would be superior in many if not all feasible ways. The idea is that ASI would be able to run circles around humans by outthinking us at every turn. For more details on the nature of conventional AI versus AGI and ASI, see my analysis at the link here. We have not yet attained AGI. In fact, it is unknown as to whether we will reach AGI, or that maybe AGI will be achievable in decades or perhaps centuries from now. The AGI attainment dates that are floating around are wildly varying and wildly unsubstantiated by any credible evidence or ironclad logic. ASI is even more beyond the pale when it comes to where we are currently with conventional AI. AGI Problem Only Half Seen Before launching into the primary matter at hand in this discussion, let’s contemplate a famous quote attributed to Charles Kettering, a legendary inventor, who said, “A problem well-stated is a problem half-solved.” I bring this up because those loud clamors right now about the assumption that AGI will replace white-collar workers are only seeing half of the problem. The problem as they see it is that since AGI is intellectually on par with humans, and since white-collar workers mainly use intellect in their work endeavors, AGI is going to be used in place of humans for white-collar work. I will in a moment explain why that’s only half of the problem and there is a demonstrative need to more carefully and fully articulate the nature of the problem. Will AGI Axiomatically Take White-Collar Jobs On a related facet, the belief that AGI will axiomatically replace white-collar labor makes a number of other related key assumptions. I shall briefly explore those and then come back to why the problem itself is only half-baked. The cost of using AGI for doing white-collar work will need to be presumably a better ROI choice over human workers. If not, then an employer would be wiser to stick with humans rather than employing AGI. There seems to often be an unstated belief that AGI is necessarily going to be a less costly route than employing humans. We don’t know yet what the cost of using AGI will be. It could be highly expensive. Indeed, some are worried that the world will divide into the AGI haves and AGI have-nots, partially due to the exorbitant cost that AGI might involve. If AGI is free to use, well, that would seem to be the nail in the coffin related to using human workers for the same capacity. Another angle is that AGI is relatively inexpensive in comparison to human labor. In that case, the use of AGI is likely to win over human labor usage. But if the cost of AGI is nearer to the cost of human labor, or more so, then employers would rationally need to weigh the use of one versus the other. Note that when referring to the cost of human labor, there is more to that calculation than simply the dollar-hour labor rate per se. There are lots of other less apparent costs, such as the cost to manage human labor, the cost of dealing with HR-related issues, and many other factors that come into the weighty matter. Thus, an AGI versus human labor ROI will be more complex than it might seem at an initial glance. In addition, keep in mind that AGI would seemingly be readily switched on and off, and have other capacities that human labor would not equally tend to allow. The Other Half Is Coming Too Assume that by and large the advent of AGI will decimate the need for white-collar human labor. The refrain right now is that people should begin tilting toward blue-collar jobs as an alternative to white-collar jobs. This is a logical form of thinking in the sense that AGI as an intellectual mechanism would be unable to compete in jobs that involve hands-on work. A plumber needs to come to your house and do hands-on work to fix your plumbing. This is a physicality that entails arriving at your physical home, physically bringing and using tools, and physically repairing your faulty home plumbing. A truck driver likewise needs to sit in the cab of a truck and drive the vehicle. These are physically based tasks. There is no getting around the fact that these are hands-on activities. Aha, yes, those are physical tasks, but that doesn’t necessarily mean that only human hands can perform them. The gradual emergence of humanoid robots will provide an alternative to human hands. A humanoid robot is a type of robot that is built to resemble a human in form and function. You’ve undoubtedly seen those types of robots in the many online video recordings showing them walking, jumping, grasping at objects, and so on. A tremendous amount of active research and development is taking place to devise humanoid robots. They look comical right now. You watch those videos and laugh when the robot trips over a mere stick lying on the ground, something that a human would seldom trip over. You scoff when a robot tries to grasp a coffee cup and inadvertently spills most of the coffee. It all seems humorous and a silly pursuit. Keep in mind that we are all observing the development process while it is still taking place. At some point, those guffaws of the humanoid robots will lessen. Humanoid robots will be as smooth and graceful as humans. This will continue to be honed. Eventually, humanoid robots will be less prone to physical errors that humans make. In a sense, the physicality of a humanoid robot will be on par with humans, if not better, due to its mechanical properties. Do not discount the coming era of quite physically capable humanoid robots. AGI And Humanoid Robots Pair Up You might remember that in The Wonderful Wizard of Oz, the fictional character known as The Strawman lacked a brain. Without seeming to anthropomorphize humanoid robots, the current situation is that those robots typically use a form of AI that is below the sophistication level of modern generative AI. That’s fine for now due to the need to first ensure that the physical movements of the robots get refined. I have discussed that a said-to-be realm of Physical AI is going to be a huge breakthrough with incredible ramifications, see my analysis at the link here. The idea underlying Physical AI is that the AI of today is being uplifted by doing data training on the physical world. This also tends to include the use of World Models, consisting of broad constructions about how the physical world works, such as that we are bound to operate under conditions of gravity, and other physical laws of nature, see the link here. The bottom line here is that there will be a close pairing of robust AI with humanoid robots. Imagine what a humanoid robot can accomplish if it is paired with AGI. I’ll break the suspense and point out that AGI paired with humanoid robots means that those robots readily enter the blue-collar worker realm. Suppose your plumbing needs fixing. No worries, a humanoid robot that encompasses AGI will be sent to your home. The AGI is astute enough to carry on conversations with you, and the AGI also fully operates the robot to undertake the plumbing tasks. How did the AGI-paired humanoid robot get to your home? Easy-peasy, it drove a car or truck to get there. I’ve previously predicted that all the work on devising autonomous vehicles and self-driving cars will get shaken up once we have suitable humanoid robots devised. There won’t be a need for a vehicle to contain self-driving capabilities. A humanoid robot will simply sit in the driver’s seat and drive the vehicle. This is a much more open-ended solution than having to craft components that go into and onto a vehicle to enable self-driving. See my coverage at the link here. Timing Is Notable One of the reasons that many do not give much thought to the pairing of AGI with humanoid robots is that today’s humanoid robots seem extraordinarily rudimentary and incapable of performing physical dexterity tasks on par with human capabilities. Meanwhile, there is brazen talk that AGI is just around the corner. AGI is said to be within our grasp. Let’s give the timing considerations a bit of scrutiny. There are three primary timing angles: Option 1: AGI first, then humanoid robots. AGI is attained before humanoid robots are sufficiently devised. Option 2: Humanoid robots first, then AGI. Humanoid robots are physically fluently adept before AGI is attained. Option 3: AGI and humanoid robots arrive about at the same time. AGI is attained and at the same time, it turns out that humanoid robots are fluently adept too, mainly by coincidence and not due to any cross-mixing. A skeptic would insist that there is a fourth possibility, consisting of the possibility that we never achieve AGI and/or we fail to achieve sufficiently physically capable humanoid robots. I am going to reject that possibility. Perhaps I am overly optimistic, but it seems to me that we will eventually attain AGI, and we will eventually attain physically capable humanoid robots. I shall next respectively consider each of the three genuinely reasonable possibilities. Option 1: AGI First, Then Humanoid Robots What if we manage to attain AGI before we manage to achieve physically fluent humanoid robots? That’s just fine. We would indubitably put AGI to work as a partner with humans in figuring out how we can push along the budding humanoid robot development process. It seems nearly obvious that with AGI’s capable assistance, we would overcome any bottlenecks and soon enough arrive at top-notch physically adept humanoid robots. At that juncture, we would then toss AGI into the humanoid robots and have ourselves quite an amazing combination. Option 2: Humanoid Robots First, Then AGI Suppose that we devise very physically adept humanoid robots but have not yet arrived at AGI. Are we in a pickle? Nope. We could use conventional advanced AI inside those humanoid robots. The combination would certainly be good enough for a wide variety of tasks. The odds are that we would need to be cautious about where such robots are utilized. Nonetheless, we would have essentially walking, talking, and productive humanoid robots. If AGI never happens, oh well, we end up with pretty good humanoid robots. On the other hand, once we arrive at AGI, those humanoid robots will be stellar. It’s just a matter of time. Option 3: AGI And Humanoid Robots At The Same Time Let’s consider the potential of AGI and humanoid robots perchance being attained around the same time. Assume that this timing isn’t due to an outright cross-mixing with each other. They just so happen to advance on a similar timeline. I tend to believe that’s the most likely of the three scenarios. Here’s why. First, despite all the hubris about AGI being within earshot, perhaps in the next year or two, which is a popular pronouncement by many AI luminaries, I tend to side with recent surveys of AI developers that put the date around the year 2040. Some AI luminaires sneakily play with the definition of AGI in hopes of making their predictions come true sooner, akin to moving the goalposts to easily score points. For my coverage on Sam Altman’s efforts of moving the cheese regarding AGI attainment, see the link here. Second, if you are willing to entertain the year 2040 as a potential date for achieving AGI, that’s about 15 years from now. In my estimation, the advancements being made in humanoid robots will readily progress such that by 2040 they will be very physically adept. Probably be sooner, but let’s go with the year 2040 for ease of contemplation. In my view, we will likely have humanoid robots doing well enough that they will be put into use prior to arriving at AGI. The pinnacle of robust humanoid robots and the attainment of AGI will roughly coincide with each other. Two peas in a pod.Impact Of Enormous Consequences In an upcoming column posting, I will examine the enormous consequences of having AGI paired with fully physically capable humanoid robots. As noted above, this will have a humongous impact on white-collar work and blue-collar work. There will be gargantuan economic impacts, societal impacts, cultural impacts, and so on. Some final thoughts for now. A single whammy is already being hotly debated. The debates currently tend to be preoccupied with the loss of white-collar jobs due to the attainment of AGI. A saving grace seems to be that at least blue-collar jobs are going to be around and thriving, even once AGI is attained. The world doesn’t seem overly gloomy if you can cling to the upbeat posture that blue-collar tasks remain intact. The double whammy is a lot more to take in. But the double whammy is the truth. The truth needs to be faced. If you are having doubts as a human about the future, just remember the famous words of Vince Lombardi: “Winners never quit, and quitters never win.” Humankind can handle the double whammy. Stay tuned for my upcoming coverage of what this entails. #doublewhammy #when #agi #embeds #with
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    Double-Whammy When AGI Embeds With Humanoid Robots And Occupies Both White-Collar And Blue-Collar Jobs
    AGI will be embedded into humanoid robots, which makes white-collar and blue-collar jobs a target ... More for walking/talking automation.getty In today’s column, I examine the highly worrisome qualms expressed that the advent of artificial general intelligence (AGI) is likely to usurp white-collar jobs. The stated concern is that since AGI will be on par with human intellect, any job that relies principally on intellectual pursuits such as typical white-collar work will be taken over via the use of AGI. Employers will realize that rather than dealing with human white-collar workers, they can more readily get the job done via AGI. This, in turn, has led to a rising call that people should aim toward blue-collar jobs, doing so because (presumably) those forms of employment will not be undercut via AGI. Sorry to say, that misses the bigger picture, namely that AGI when combined with humanoid robots is coming not only for white-collar jobs but also blue-collar jobs too. It is a proverbial double-whammy when it comes to the attainment of AGI. Let’s talk about it. This analysis of an innovative AI breakthrough is part of my ongoing Forbes column coverage on the latest in AI, including identifying and explaining various impactful AI complexities (see the link here). Heading Toward AGI And ASI First, some fundamentals are required to set the stage for this weighty discussion. There is a great deal of research going on to further advance AI. The general goal is to either reach artificial general intelligence (AGI) or maybe even the outstretched possibility of achieving artificial superintelligence (ASI). AGI is AI that is considered on par with human intellect and can seemingly match our intelligence. ASI is AI that has gone beyond human intellect and would be superior in many if not all feasible ways. The idea is that ASI would be able to run circles around humans by outthinking us at every turn. For more details on the nature of conventional AI versus AGI and ASI, see my analysis at the link here. We have not yet attained AGI. In fact, it is unknown as to whether we will reach AGI, or that maybe AGI will be achievable in decades or perhaps centuries from now. The AGI attainment dates that are floating around are wildly varying and wildly unsubstantiated by any credible evidence or ironclad logic. ASI is even more beyond the pale when it comes to where we are currently with conventional AI. AGI Problem Only Half Seen Before launching into the primary matter at hand in this discussion, let’s contemplate a famous quote attributed to Charles Kettering, a legendary inventor, who said, “A problem well-stated is a problem half-solved.” I bring this up because those loud clamors right now about the assumption that AGI will replace white-collar workers are only seeing half of the problem. The problem as they see it is that since AGI is intellectually on par with humans, and since white-collar workers mainly use intellect in their work endeavors, AGI is going to be used in place of humans for white-collar work. I will in a moment explain why that’s only half of the problem and there is a demonstrative need to more carefully and fully articulate the nature of the problem. Will AGI Axiomatically Take White-Collar Jobs On a related facet, the belief that AGI will axiomatically replace white-collar labor makes a number of other related key assumptions. I shall briefly explore those and then come back to why the problem itself is only half-baked. The cost of using AGI for doing white-collar work will need to be presumably a better ROI choice over human workers. If not, then an employer would be wiser to stick with humans rather than employing AGI. There seems to often be an unstated belief that AGI is necessarily going to be a less costly route than employing humans. We don’t know yet what the cost of using AGI will be. It could be highly expensive. Indeed, some are worried that the world will divide into the AGI haves and AGI have-nots, partially due to the exorbitant cost that AGI might involve. If AGI is free to use, well, that would seem to be the nail in the coffin related to using human workers for the same capacity. Another angle is that AGI is relatively inexpensive in comparison to human labor. In that case, the use of AGI is likely to win over human labor usage. But if the cost of AGI is nearer to the cost of human labor (all in), or more so, then employers would rationally need to weigh the use of one versus the other. Note that when referring to the cost of human labor, there is more to that calculation than simply the dollar-hour labor rate per se. There are lots of other less apparent costs, such as the cost to manage human labor, the cost of dealing with HR-related issues, and many other factors that come into the weighty matter. Thus, an AGI versus human labor ROI will be more complex than it might seem at an initial glance. In addition, keep in mind that AGI would seemingly be readily switched on and off, and have other capacities that human labor would not equally tend to allow. The Other Half Is Coming Too Assume that by and large the advent of AGI will decimate the need for white-collar human labor. The refrain right now is that people should begin tilting toward blue-collar jobs as an alternative to white-collar jobs. This is a logical form of thinking in the sense that AGI as an intellectual mechanism would be unable to compete in jobs that involve hands-on work. A plumber needs to come to your house and do hands-on work to fix your plumbing. This is a physicality that entails arriving at your physical home, physically bringing and using tools, and physically repairing your faulty home plumbing. A truck driver likewise needs to sit in the cab of a truck and drive the vehicle. These are physically based tasks. There is no getting around the fact that these are hands-on activities. Aha, yes, those are physical tasks, but that doesn’t necessarily mean that only human hands can perform them. The gradual emergence of humanoid robots will provide an alternative to human hands. A humanoid robot is a type of robot that is built to resemble a human in form and function. You’ve undoubtedly seen those types of robots in the many online video recordings showing them walking, jumping, grasping at objects, and so on. A tremendous amount of active research and development is taking place to devise humanoid robots. They look comical right now. You watch those videos and laugh when the robot trips over a mere stick lying on the ground, something that a human would seldom trip over. You scoff when a robot tries to grasp a coffee cup and inadvertently spills most of the coffee. It all seems humorous and a silly pursuit. Keep in mind that we are all observing the development process while it is still taking place. At some point, those guffaws of the humanoid robots will lessen. Humanoid robots will be as smooth and graceful as humans. This will continue to be honed. Eventually, humanoid robots will be less prone to physical errors that humans make. In a sense, the physicality of a humanoid robot will be on par with humans, if not better, due to its mechanical properties. Do not discount the coming era of quite physically capable humanoid robots. AGI And Humanoid Robots Pair Up You might remember that in The Wonderful Wizard of Oz, the fictional character known as The Strawman lacked a brain. Without seeming to anthropomorphize humanoid robots, the current situation is that those robots typically use a form of AI that is below the sophistication level of modern generative AI. That’s fine for now due to the need to first ensure that the physical movements of the robots get refined. I have discussed that a said-to-be realm of Physical AI is going to be a huge breakthrough with incredible ramifications, see my analysis at the link here. The idea underlying Physical AI is that the AI of today is being uplifted by doing data training on the physical world. This also tends to include the use of World Models, consisting of broad constructions about how the physical world works, such as that we are bound to operate under conditions of gravity, and other physical laws of nature, see the link here. The bottom line here is that there will be a close pairing of robust AI with humanoid robots. Imagine what a humanoid robot can accomplish if it is paired with AGI. I’ll break the suspense and point out that AGI paired with humanoid robots means that those robots readily enter the blue-collar worker realm. Suppose your plumbing needs fixing. No worries, a humanoid robot that encompasses AGI will be sent to your home. The AGI is astute enough to carry on conversations with you, and the AGI also fully operates the robot to undertake the plumbing tasks. How did the AGI-paired humanoid robot get to your home? Easy-peasy, it drove a car or truck to get there. I’ve previously predicted that all the work on devising autonomous vehicles and self-driving cars will get shaken up once we have suitable humanoid robots devised. There won’t be a need for a vehicle to contain self-driving capabilities. A humanoid robot will simply sit in the driver’s seat and drive the vehicle. This is a much more open-ended solution than having to craft components that go into and onto a vehicle to enable self-driving. See my coverage at the link here. Timing Is Notable One of the reasons that many do not give much thought to the pairing of AGI with humanoid robots is that today’s humanoid robots seem extraordinarily rudimentary and incapable of performing physical dexterity tasks on par with human capabilities. Meanwhile, there is brazen talk that AGI is just around the corner. AGI is said to be within our grasp. Let’s give the timing considerations a bit of scrutiny. There are three primary timing angles: Option 1: AGI first, then humanoid robots. AGI is attained before humanoid robots are sufficiently devised. Option 2: Humanoid robots first, then AGI. Humanoid robots are physically fluently adept before AGI is attained. Option 3: AGI and humanoid robots arrive about at the same time. AGI is attained and at the same time, it turns out that humanoid robots are fluently adept too, mainly by coincidence and not due to any cross-mixing. A skeptic would insist that there is a fourth possibility, consisting of the possibility that we never achieve AGI and/or we fail to achieve sufficiently physically capable humanoid robots. I am going to reject that possibility. Perhaps I am overly optimistic, but it seems to me that we will eventually attain AGI, and we will eventually attain physically capable humanoid robots. I shall next respectively consider each of the three genuinely reasonable possibilities. Option 1: AGI First, Then Humanoid Robots What if we manage to attain AGI before we manage to achieve physically fluent humanoid robots? That’s just fine. We would indubitably put AGI to work as a partner with humans in figuring out how we can push along the budding humanoid robot development process. It seems nearly obvious that with AGI’s capable assistance, we would overcome any bottlenecks and soon enough arrive at top-notch physically adept humanoid robots. At that juncture, we would then toss AGI into the humanoid robots and have ourselves quite an amazing combination. Option 2: Humanoid Robots First, Then AGI Suppose that we devise very physically adept humanoid robots but have not yet arrived at AGI. Are we in a pickle? Nope. We could use conventional advanced AI inside those humanoid robots. The combination would certainly be good enough for a wide variety of tasks. The odds are that we would need to be cautious about where such robots are utilized. Nonetheless, we would have essentially walking, talking, and productive humanoid robots. If AGI never happens, oh well, we end up with pretty good humanoid robots. On the other hand, once we arrive at AGI, those humanoid robots will be stellar. It’s just a matter of time. Option 3: AGI And Humanoid Robots At The Same Time Let’s consider the potential of AGI and humanoid robots perchance being attained around the same time. Assume that this timing isn’t due to an outright cross-mixing with each other. They just so happen to advance on a similar timeline. I tend to believe that’s the most likely of the three scenarios. Here’s why. First, despite all the hubris about AGI being within earshot, perhaps in the next year or two, which is a popular pronouncement by many AI luminaries, I tend to side with recent surveys of AI developers that put the date around the year 2040 (see my coverage at the link here). Some AI luminaires sneakily play with the definition of AGI in hopes of making their predictions come true sooner, akin to moving the goalposts to easily score points. For my coverage on Sam Altman’s efforts of moving the cheese regarding AGI attainment, see the link here. Second, if you are willing to entertain the year 2040 as a potential date for achieving AGI, that’s about 15 years from now. In my estimation, the advancements being made in humanoid robots will readily progress such that by 2040 they will be very physically adept. Probably be sooner, but let’s go with the year 2040 for ease of contemplation. In my view, we will likely have humanoid robots doing well enough that they will be put into use prior to arriving at AGI. The pinnacle of robust humanoid robots and the attainment of AGI will roughly coincide with each other. Two peas in a pod.Impact Of Enormous Consequences In an upcoming column posting, I will examine the enormous consequences of having AGI paired with fully physically capable humanoid robots. As noted above, this will have a humongous impact on white-collar work and blue-collar work. There will be gargantuan economic impacts, societal impacts, cultural impacts, and so on. Some final thoughts for now. A single whammy is already being hotly debated. The debates currently tend to be preoccupied with the loss of white-collar jobs due to the attainment of AGI. A saving grace seems to be that at least blue-collar jobs are going to be around and thriving, even once AGI is attained. The world doesn’t seem overly gloomy if you can cling to the upbeat posture that blue-collar tasks remain intact. The double whammy is a lot more to take in. But the double whammy is the truth. The truth needs to be faced. If you are having doubts as a human about the future, just remember the famous words of Vince Lombardi: “Winners never quit, and quitters never win.” Humankind can handle the double whammy. Stay tuned for my upcoming coverage of what this entails.
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  • How to buy the Nintendo Switch 2: Current in-stock availability on consoles and games

    The Nintendo Switch 2 is finally a thing you can buy in the US — or at least, a thing you can try to buy. The console officially went up for sale at midnight ET on June 5, with numerous retailers offering the device both online and in-store. Predictably, online stock dried up fairly quickly and remains highly limited as of Thursday evening.
    Broadly speaking, it appears people have had a bit more luck by heading to a physical retail store. There’s still no guarantee that you’ll be able to snag one that way, but a couple of Engadget staffers managed to grab a Switch 2 on Thursday at their local Target and GameStop, even with no pre-order in place. 
    If you can’t find the device out in the wild, your next best chance to get the Switch 2 online looks to be via Target. The retailer says it’ll resume selling the console online in the “early morning” on Friday, June 6, though it hasn’t confirmed an exact time beyond that.
    To make things a little easier for those still on the hunt, we’re rounding up all of the information we can find on how to buy the Nintendo Switch 2 at launch and tracking any restocks that pop up.
    Where to buy the Nintendo Switch 2
    Walmart opened up online purchases at midnight on June 5, but both the console alone and Nintendo's Mario Kart World bundle remain out of stock as of our latest update. Naturally, the world's largest retailer is also selling the console at its brick-and-mortar locations. The company has noted that quantities are limited and inventory will vary by location, but it's worth checking if any store near you still has devices available.
    Target began selling the Switch 2 in stores on June 5. The retailer has warned that supply will be limited, but some stores still appear to have the console in stock as of Thursday evening, so it's worth looking into the locations closest to you. Anecdotally, Engadget's Billy Steele was able to pick up the device at a Target just outside of Greensboro, North Carolina as late as 4:15pm ET on Thursday.
    The company says it'll restock its online inventory in the "early morning" on Friday, June 6, while supplies last. That may be the next best opportunity to secure the Switch 2 without going to a store.
    GameStop held launch events on Wednesday and is advertising in-store availability, though again this will vary by location. Engadget's Cherlynn Low was able to buy the console without a pre-order at a GameStop store in the New York City area on Thursday morning. That particular location had a little under 80 units available, but its manager told Low that inventory will differ at other stores based on population.
    As we write this, the device is unavailable on GameStop's website. A bundle that includes Mario Kart World, a microSD Express card and a few other accessories has been in and out of stock more frequently than the standard SKUs, though it's sold out now. We briefly saw it pop back up around 2:30pm ET, so it may be one to bookmark if you can stomach the extra cost. The listings for the base console and Mario Kart bundle, meanwhile, now point to a "Find a Store" page.
    Best Buy held in-store launch events at midnight and said it'd have limited stock at its retail locations starting June 5. It is not selling the console online during launch week, however.
    You may also have some luck at certain membership-based retailers. A Mario Kart World bundle at Costco that includes a 12-month Switch Online membership has gone in and out of stock, while Sam's Club has had a bundle without the Switch Online sub available as well. You'll need a membership to check on either of those, though. We've also seen online stock at BJ's, but those listings are unavailable as of our most recent update.
    Verizon briefly had the Switch 2 available on Thursday morning, but that's dried up, and only those with Verizon service were able to order.
    As of now, Amazon is the only major retailer that doesn't have some form of Switch 2 listing on its website. The company didn't take any pre-orders for the Switch 2 either, so it's unclear if and when it will sell the device.
    Newegg has listed the Switch 2 on its site for several weeks, but it hasn't started sales yet. 
    With all of these stores, we've generally seen the Mario Kart World bundle available in greater quantities online than the base console, which costs less. But considering Mario Kart is the Switch 2's biggest launch game and retails for on its own, that may not be the worst thing.
    Nintendo, meanwhile, is still only selling the Switch 2 via an invite system. This requires you to have been a Switch Online member for at least 12 months and logged at least 50 hours of Switch 1 playtime as of April 2. It can't hurt to put your name on the list if you meet that criteria, but don't expect it to bear fruit anytime soon — several people who registered in April still haven't received an invite, and shipments haven't gone out yet for many of those who did order.
    You can find a list of every Switch 2 retail listing we could find below. Just be aware that this is meant to be a reference, not a rundown of everywhere the device is available right this second.
    Where to buy Switch 2 + Mario Kart World bundle:

    Walmart
    GameStop
    GameStopBest Buy
    Target
    CostcoSam's ClubBJ'sVerizonWhere to buy Switch 2:

    Walmart
    GameStop
    Best Buy
    Target
    BJ'sVerizonWhere to buy Nintendo Switch 2 games and accessories
    Nintendo is also selling a bunch of new accessories for the Switch 2, most of which became available on June 5 alongside the console. The same thing goes for games such as Mario Kart World and the Switch 2 edition of The Legend of Zelda: Tears of the Kingdom. Another big Switch 2 title, Donkey Kong Bananza, won't be available until mid-July, though you can still pre-order it today.
    As of Thursday evening, just about all Switch 2 games remain widely available. Stock for the accessories is a little patchier, but most devices are generally in stock at certain retailers. Note that you'll need to have received an invite to purchase most accessories at Nintendo's online store.
    Mario Kart WorldNintendo
    Walmart
    GameStop
    Best Buy
    Target

    Donkey Kong BananzaNintendo
    Walmart
    GameStop
    Best Buy
    Target
    CostcoAdditional Switch 2 games

    Nintendo
    Amazon
    Walmart
    GameStop
    Best Buy
    Target

    Samsung microSD Express Cardfor Nintendo Switch 2NintendoWalmart
    GameStop
    Best Buy
    Target
    Amazon

    Joy-Con 2 bundleNintendoWalmart
    GameStop
    Best Buy
    Target

    Switch 2 Pro ControllerNintendoWalmart
    GameStop
    Best Buy
    Target
    CostcoSwitch 2 CameraNintendoWalmart
    GameStop
    Best Buy
    Target

    Hori Nintendo Switch 2 Piranha Plant CameraBest Buy
    Target
    Amazon

    Joy-Con 2 Charging GripNintendoWalmart
    GameStop
    Best Buy
    Target

    Joy-Con 2 WheelsNintendoWalmart
    GameStop
    Best Buy
    Target

    Switch 2 All-in-One Carrying CaseNintendoWalmart
    GameStop
    Best Buy
    Target

    Switch 2 Carrying Case and Screen ProtectorNintendoWalmart
    GameStop
    Best Buy
    Target

    Nintendo Switch 2 Dock SetNintendoThis article originally appeared on Engadget at
    #how #buy #nintendo #switch #current
    How to buy the Nintendo Switch 2: Current in-stock availability on consoles and games
    The Nintendo Switch 2 is finally a thing you can buy in the US — or at least, a thing you can try to buy. The console officially went up for sale at midnight ET on June 5, with numerous retailers offering the device both online and in-store. Predictably, online stock dried up fairly quickly and remains highly limited as of Thursday evening. Broadly speaking, it appears people have had a bit more luck by heading to a physical retail store. There’s still no guarantee that you’ll be able to snag one that way, but a couple of Engadget staffers managed to grab a Switch 2 on Thursday at their local Target and GameStop, even with no pre-order in place.  If you can’t find the device out in the wild, your next best chance to get the Switch 2 online looks to be via Target. The retailer says it’ll resume selling the console online in the “early morning” on Friday, June 6, though it hasn’t confirmed an exact time beyond that. To make things a little easier for those still on the hunt, we’re rounding up all of the information we can find on how to buy the Nintendo Switch 2 at launch and tracking any restocks that pop up. Where to buy the Nintendo Switch 2 Walmart opened up online purchases at midnight on June 5, but both the console alone and Nintendo's Mario Kart World bundle remain out of stock as of our latest update. Naturally, the world's largest retailer is also selling the console at its brick-and-mortar locations. The company has noted that quantities are limited and inventory will vary by location, but it's worth checking if any store near you still has devices available. Target began selling the Switch 2 in stores on June 5. The retailer has warned that supply will be limited, but some stores still appear to have the console in stock as of Thursday evening, so it's worth looking into the locations closest to you. Anecdotally, Engadget's Billy Steele was able to pick up the device at a Target just outside of Greensboro, North Carolina as late as 4:15pm ET on Thursday. The company says it'll restock its online inventory in the "early morning" on Friday, June 6, while supplies last. That may be the next best opportunity to secure the Switch 2 without going to a store. GameStop held launch events on Wednesday and is advertising in-store availability, though again this will vary by location. Engadget's Cherlynn Low was able to buy the console without a pre-order at a GameStop store in the New York City area on Thursday morning. That particular location had a little under 80 units available, but its manager told Low that inventory will differ at other stores based on population. As we write this, the device is unavailable on GameStop's website. A bundle that includes Mario Kart World, a microSD Express card and a few other accessories has been in and out of stock more frequently than the standard SKUs, though it's sold out now. We briefly saw it pop back up around 2:30pm ET, so it may be one to bookmark if you can stomach the extra cost. The listings for the base console and Mario Kart bundle, meanwhile, now point to a "Find a Store" page. Best Buy held in-store launch events at midnight and said it'd have limited stock at its retail locations starting June 5. It is not selling the console online during launch week, however. You may also have some luck at certain membership-based retailers. A Mario Kart World bundle at Costco that includes a 12-month Switch Online membership has gone in and out of stock, while Sam's Club has had a bundle without the Switch Online sub available as well. You'll need a membership to check on either of those, though. We've also seen online stock at BJ's, but those listings are unavailable as of our most recent update. Verizon briefly had the Switch 2 available on Thursday morning, but that's dried up, and only those with Verizon service were able to order. As of now, Amazon is the only major retailer that doesn't have some form of Switch 2 listing on its website. The company didn't take any pre-orders for the Switch 2 either, so it's unclear if and when it will sell the device. Newegg has listed the Switch 2 on its site for several weeks, but it hasn't started sales yet.  With all of these stores, we've generally seen the Mario Kart World bundle available in greater quantities online than the base console, which costs less. But considering Mario Kart is the Switch 2's biggest launch game and retails for on its own, that may not be the worst thing. Nintendo, meanwhile, is still only selling the Switch 2 via an invite system. This requires you to have been a Switch Online member for at least 12 months and logged at least 50 hours of Switch 1 playtime as of April 2. It can't hurt to put your name on the list if you meet that criteria, but don't expect it to bear fruit anytime soon — several people who registered in April still haven't received an invite, and shipments haven't gone out yet for many of those who did order. You can find a list of every Switch 2 retail listing we could find below. Just be aware that this is meant to be a reference, not a rundown of everywhere the device is available right this second. Where to buy Switch 2 + Mario Kart World bundle: Walmart GameStop GameStopBest Buy Target CostcoSam's ClubBJ'sVerizonWhere to buy Switch 2: Walmart GameStop Best Buy Target BJ'sVerizonWhere to buy Nintendo Switch 2 games and accessories Nintendo is also selling a bunch of new accessories for the Switch 2, most of which became available on June 5 alongside the console. The same thing goes for games such as Mario Kart World and the Switch 2 edition of The Legend of Zelda: Tears of the Kingdom. Another big Switch 2 title, Donkey Kong Bananza, won't be available until mid-July, though you can still pre-order it today. As of Thursday evening, just about all Switch 2 games remain widely available. Stock for the accessories is a little patchier, but most devices are generally in stock at certain retailers. Note that you'll need to have received an invite to purchase most accessories at Nintendo's online store. Mario Kart WorldNintendo Walmart GameStop Best Buy Target Donkey Kong BananzaNintendo Walmart GameStop Best Buy Target CostcoAdditional Switch 2 games Nintendo Amazon Walmart GameStop Best Buy Target Samsung microSD Express Cardfor Nintendo Switch 2NintendoWalmart GameStop Best Buy Target Amazon Joy-Con 2 bundleNintendoWalmart GameStop Best Buy Target Switch 2 Pro ControllerNintendoWalmart GameStop Best Buy Target CostcoSwitch 2 CameraNintendoWalmart GameStop Best Buy Target Hori Nintendo Switch 2 Piranha Plant CameraBest Buy Target Amazon Joy-Con 2 Charging GripNintendoWalmart GameStop Best Buy Target Joy-Con 2 WheelsNintendoWalmart GameStop Best Buy Target Switch 2 All-in-One Carrying CaseNintendoWalmart GameStop Best Buy Target Switch 2 Carrying Case and Screen ProtectorNintendoWalmart GameStop Best Buy Target Nintendo Switch 2 Dock SetNintendoThis article originally appeared on Engadget at #how #buy #nintendo #switch #current
    WWW.ENGADGET.COM
    How to buy the Nintendo Switch 2: Current in-stock availability on consoles and games
    The Nintendo Switch 2 is finally a thing you can buy in the US — or at least, a thing you can try to buy. The $450 console officially went up for sale at midnight ET on June 5, with numerous retailers offering the device both online and in-store. Predictably, online stock dried up fairly quickly and remains highly limited as of Thursday evening. Broadly speaking, it appears people have had a bit more luck by heading to a physical retail store. There’s still no guarantee that you’ll be able to snag one that way, but a couple of Engadget staffers managed to grab a Switch 2 on Thursday at their local Target and GameStop, even with no pre-order in place.  If you can’t find the device out in the wild, your next best chance to get the Switch 2 online looks to be via Target. The retailer says it’ll resume selling the console online in the “early morning” on Friday, June 6, though it hasn’t confirmed an exact time beyond that. To make things a little easier for those still on the hunt, we’re rounding up all of the information we can find on how to buy the Nintendo Switch 2 at launch and tracking any restocks that pop up. Where to buy the Nintendo Switch 2 Walmart opened up online purchases at midnight on June 5, but both the console alone and Nintendo's Mario Kart World bundle remain out of stock as of our latest update. Naturally, the world's largest retailer is also selling the console at its brick-and-mortar locations. The company has noted that quantities are limited and inventory will vary by location, but it's worth checking if any store near you still has devices available. Target began selling the Switch 2 in stores on June 5. The retailer has warned that supply will be limited, but some stores still appear to have the console in stock as of Thursday evening, so it's worth looking into the locations closest to you. Anecdotally, Engadget's Billy Steele was able to pick up the device at a Target just outside of Greensboro, North Carolina as late as 4:15pm ET on Thursday. The company says it'll restock its online inventory in the "early morning" on Friday, June 6, while supplies last. That may be the next best opportunity to secure the Switch 2 without going to a store. GameStop held launch events on Wednesday and is advertising in-store availability, though again this will vary by location. Engadget's Cherlynn Low was able to buy the console without a pre-order at a GameStop store in the New York City area on Thursday morning. That particular location had a little under 80 units available, but its manager told Low that inventory will differ at other stores based on population. As we write this, the device is unavailable on GameStop's website. A $625 bundle that includes Mario Kart World, a microSD Express card and a few other accessories has been in and out of stock more frequently than the standard SKUs, though it's sold out now (and kind of scummy anyway). We briefly saw it pop back up around 2:30pm ET, so it may be one to bookmark if you can stomach the extra cost. The listings for the base console and Mario Kart bundle, meanwhile, now point to a "Find a Store" page. Best Buy held in-store launch events at midnight and said it'd have limited stock at its retail locations starting June 5. It is not selling the console online during launch week, however. You may also have some luck at certain membership-based retailers. A Mario Kart World bundle at Costco that includes a 12-month Switch Online membership has gone in and out of stock, while Sam's Club has had a bundle without the Switch Online sub available as well. You'll need a membership to check on either of those, though. We've also seen online stock at BJ's, but those listings are unavailable as of our most recent update. Verizon briefly had the Switch 2 available on Thursday morning, but that's dried up, and only those with Verizon service were able to order. As of now, Amazon is the only major retailer that doesn't have some form of Switch 2 listing on its website. The company didn't take any pre-orders for the Switch 2 either, so it's unclear if and when it will sell the device. Newegg has listed the Switch 2 on its site for several weeks, but it hasn't started sales yet.  With all of these stores, we've generally seen the Mario Kart World bundle available in greater quantities online than the base console, which costs $50 less. But considering Mario Kart is the Switch 2's biggest launch game and retails for $80 on its own, that may not be the worst thing. Nintendo, meanwhile, is still only selling the Switch 2 via an invite system. This requires you to have been a Switch Online member for at least 12 months and logged at least 50 hours of Switch 1 playtime as of April 2. It can't hurt to put your name on the list if you meet that criteria, but don't expect it to bear fruit anytime soon — several people who registered in April still haven't received an invite, and shipments haven't gone out yet for many of those who did order (including yours truly). You can find a list of every Switch 2 retail listing we could find below. Just be aware that this is meant to be a reference, not a rundown of everywhere the device is available right this second. Where to buy Switch 2 + Mario Kart World bundle: Walmart GameStop GameStop ($625 bundle with various accessories) Best Buy Target Costco (membership required) Sam's Club (membership required) BJ's (membership required) Verizon (service required) Where to buy Switch 2: Walmart GameStop Best Buy Target BJ's (membership required) Verizon (service required) Where to buy Nintendo Switch 2 games and accessories Nintendo is also selling a bunch of new accessories for the Switch 2, most of which became available on June 5 alongside the console. The same thing goes for games such as Mario Kart World and the Switch 2 edition of The Legend of Zelda: Tears of the Kingdom. Another big Switch 2 title, Donkey Kong Bananza, won't be available until mid-July, though you can still pre-order it today. As of Thursday evening, just about all Switch 2 games remain widely available. Stock for the accessories is a little patchier, but most devices are generally in stock at certain retailers. Note that you'll need to have received an invite to purchase most accessories at Nintendo's online store. Mario Kart World ($80) Nintendo Walmart GameStop Best Buy Target Donkey Kong Bananza ($70) Nintendo Walmart GameStop Best Buy Target Costco (membership required) Additional Switch 2 games Nintendo Amazon Walmart GameStop Best Buy Target Samsung microSD Express Card (256GB) for Nintendo Switch 2 ($60) Nintendo (invite required) Walmart GameStop Best Buy Target Amazon Joy-Con 2 bundle ($95) Nintendo (invite required) Walmart GameStop Best Buy Target Switch 2 Pro Controller ($85) Nintendo (invite required) Walmart GameStop Best Buy Target Costco ($75, membership required) Switch 2 Camera ($55) Nintendo (invite required) Walmart GameStop Best Buy Target Hori Nintendo Switch 2 Piranha Plant Camera ($60) Best Buy Target Amazon Joy-Con 2 Charging Grip ($40) Nintendo (invite required) Walmart GameStop Best Buy Target Joy-Con 2 Wheels (set of 2) ($25) Nintendo (invite required) Walmart GameStop Best Buy Target Switch 2 All-in-One Carrying Case ($85) Nintendo (invite required) Walmart GameStop Best Buy Target Switch 2 Carrying Case and Screen Protector ($40) Nintendo (invite required) Walmart GameStop Best Buy Target Nintendo Switch 2 Dock Set ($120) Nintendo (account required) This article originally appeared on Engadget at https://www.engadget.com/gaming/nintendo/how-to-buy-the-nintendo-switch-2-current-in-stock-availability-on-consoles-and-games-120039522.html?src=rss
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  • Mythswayer Prototype Controls Info

    We’d like to help everyone get started with the prototype, so here’s a brief summary of the current controls. Controller support is planned for a future update.

    Posted by AngryCatStudios on May 28th, 2025 - Basic Design/Concepts
    Controls
    Spells can be selected in two ways:
    Hold the Q key briefly to bring up the spell bar, then use A, S, D to navigate or simply left-click on a spell.
    Or use F2 for Arcane Bolt, F3 for Arcane Shield, and F4 for Time Wrap directly.
    Note: This is the first iteration of the keybindings. Full keyboard/mouse and controller support will improve usability in future versions.

    ■ Character Attributes
    You can allocate points under Primary Attributes / Skills on your character screen. For a Mage, we recommend:
    A. Arcana – Grants +1 HP, +1 Tempo, and +3 Focus per rank
    B. Finesse – Grants +2 HP, +2 Tempo, and +1 Focus per rank
    If survivability is a priority, invest in Vigor, which grants +4 HP and +1 Tempo per rank.
    Many items also boost these attributes depending on their rarity and stats.

    ■ Combat Basics
    Main rule: If you run out of Tempo, end your turn by pressing ENTER or clicking the End Turn button.
    Your character can only move or act as long as they have Tempo remaining.
    Tip: If you're near an Exit, you can flee to the adjacent map.

    ■ Spell Usage
    Arcane Bolt – A magical projectile that can hit enemies even without Line of Sight.

    → Press F2, or hold Q, navigate with A/S/D
    → Press Q again to enter targeting mode
    → Rotate target with A/D, cast with F
    Arcane Shield – Currently self-cast only. Grants both physical and magical protection.

    → Use F3 or hold Q, navigate to the spell
    → Target yourself, confirm with F
    Time Wrap – A spell with dual-purpose effects:

    → Cast on enemies to increase their Tempo cost
    → Cast on yourself to reduce your Tempo cost
    → Use the same selection method as above

    ■ Targeting & Hit Chance
    When targeting, a stats window appears next to the enemy.
    Note: The window disappears if you move the mouse.
    The percentage displayed indicates your hit chance.

    ■ Additional Tips
    Lootables such as equipment and consumablesare essential.
    You can use potions before or during combat.
    You cannot change gear while in combat.
    #mythswayer #prototype #controls #info
    Mythswayer Prototype Controls Info
    We’d like to help everyone get started with the prototype, so here’s a brief summary of the current controls. Controller support is planned for a future update. Posted by AngryCatStudios on May 28th, 2025 - Basic Design/Concepts Controls Spells can be selected in two ways: Hold the Q key briefly to bring up the spell bar, then use A, S, D to navigate or simply left-click on a spell. Or use F2 for Arcane Bolt, F3 for Arcane Shield, and F4 for Time Wrap directly. 💡 Note: This is the first iteration of the keybindings. Full keyboard/mouse and controller support will improve usability in future versions. ■ Character Attributes You can allocate points under Primary Attributes / Skills on your character screen. For a Mage, we recommend: A. Arcana – Grants +1 HP, +1 Tempo, and +3 Focus per rank B. Finesse – Grants +2 HP, +2 Tempo, and +1 Focus per rank If survivability is a priority, invest in Vigor, which grants +4 HP and +1 Tempo per rank. 🧪 Many items also boost these attributes depending on their rarity and stats. ■ Combat Basics Main rule: If you run out of Tempo, end your turn by pressing ENTER or clicking the End Turn button. Your character can only move or act as long as they have Tempo remaining. 🏃‍♂️ Tip: If you're near an Exit, you can flee to the adjacent map. ■ Spell Usage Arcane Bolt – A magical projectile that can hit enemies even without Line of Sight. → Press F2, or hold Q, navigate with A/S/D → Press Q again to enter targeting mode → Rotate target with A/D, cast with F Arcane Shield – Currently self-cast only. Grants both physical and magical protection. → Use F3 or hold Q, navigate to the spell → Target yourself, confirm with F Time Wrap – A spell with dual-purpose effects: → Cast on enemies to increase their Tempo cost → Cast on yourself to reduce your Tempo cost → Use the same selection method as above ■ Targeting & Hit Chance When targeting, a stats window appears next to the enemy. ⚠️ Note: The window disappears if you move the mouse. The percentage displayed indicates your hit chance. ■ Additional Tips Lootables such as equipment and consumablesare essential. You can use potions before or during combat. You cannot change gear while in combat. #mythswayer #prototype #controls #info
    WWW.INDIEDB.COM
    Mythswayer Prototype Controls Info
    We’d like to help everyone get started with the prototype, so here’s a brief summary of the current controls. Controller support is planned for a future update. Posted by AngryCatStudios on May 28th, 2025 - Basic Design/Concepts Controls Spells can be selected in two ways: Hold the Q key briefly to bring up the spell bar, then use A, S, D to navigate or simply left-click on a spell. Or use F2 for Arcane Bolt, F3 for Arcane Shield, and F4 for Time Wrap directly. 💡 Note: This is the first iteration of the keybindings. Full keyboard/mouse and controller support will improve usability in future versions. ■ Character Attributes You can allocate points under Primary Attributes / Skills on your character screen. For a Mage, we recommend: A. Arcana – Grants +1 HP, +1 Tempo, and +3 Focus per rank B. Finesse – Grants +2 HP, +2 Tempo, and +1 Focus per rank If survivability is a priority, invest in Vigor, which grants +4 HP and +1 Tempo per rank. 🧪 Many items also boost these attributes depending on their rarity and stats. ■ Combat Basics Main rule: If you run out of Tempo, end your turn by pressing ENTER or clicking the End Turn button. Your character can only move or act as long as they have Tempo remaining. 🏃‍♂️ Tip: If you're near an Exit (marked with a green arrow), you can flee to the adjacent map. ■ Spell Usage Arcane Bolt – A magical projectile that can hit enemies even without Line of Sight. → Press F2, or hold Q, navigate with A/S/D → Press Q again to enter targeting mode → Rotate target with A/D, cast with F Arcane Shield – Currently self-cast only. Grants both physical and magical protection. → Use F3 or hold Q, navigate to the spell → Target yourself, confirm with F Time Wrap – A spell with dual-purpose effects: → Cast on enemies to increase their Tempo cost → Cast on yourself to reduce your Tempo cost → Use the same selection method as above ■ Targeting & Hit Chance When targeting (rotating with A/D), a stats window appears next to the enemy. ⚠️ Note: The window disappears if you move the mouse. The percentage displayed indicates your hit chance. ■ Additional Tips Lootables such as equipment and consumables (e.g. potions) are essential. You can use potions before or during combat. You cannot change gear while in combat.
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  • Ballerina Review: Ana de Armas Vehicle Doesn’t Hold A Candle To the John Wick Movies

    Ballerina is what happens when a studio wants to extend a franchise but really has no reason to do so except a financial one. Subtitled From The World of John Wick, this action thriller contains too much action and precious little thrills. Directedby Len Wiseman of Underworld fame, Ballerina is set in the same universe as the four majestic adrenaline epics starring Keanu Reeves, and incorporates as many elements from those films as possible, including the Continental Hotel and the Ruska Roma, not to mention appearances from Ian McShane, Anjelica Huston, the late, great Lance Reddick, and Mr. Reeves himself.
    But what is also found in ample supply in the John Wick movies and sadly missing in Ballerina is heart, character, and a sense of conviction. At the center of the movie is a miscast, utterly bland Ana de Armas as Eve Macarro, whose father’s death sent her as a little girl into the custody of McShane’s Winston Scott and, eventually, the tutelage of the Directorof the Ruska Roma ballet/assassin school. It’s there that Eve goes through the usual training montage, with her inability to dance only matched by her evident aptitude at killing and fighting.

    Once her training is complete, Eve is sent out into the world on Ruska Roma business, but of course her main goal is avenging her dad, who was killed by members of a mysterious cult led by the enigmatic Chancellor. No sooner can you say “she’s gone rogue” than she does just that, jetting off to Prague in pursuit of a cult memberwho’s trying to get himself and his own little daughter out from under the Chancellor’s thumb, while finding herself at odds with the Director and pursued by the Chancellor’s minions at every turn.
    The movie’s thin “lady vengeance” premise, which we’ve seen countless times before, is reheated once again by screenwriter Shay Hatten, who has co-written the last two John Wick entries but seems lost here. Unlike John Wick himself, whose single-minded quest for revenge over the death of his dog took on mythic overtones as more layers to both John and the surreal world of elegant criminality in which he moved were revealed, Eve has nothing to define her that hasn’t been done or said before. It doesn’t help that Armas, while up to the role’s physicality, offers nothing in terms of personality—she’s an empty vessel. Which is a shame, since she’s displayed earthiness, complexity, and a sexy playfulnessin previous work.

    The rest of the non-Wick cast is forgettable as well, with Byrne’s Chancellor and his entire regime badly underdeveloped, and Reedus completely wasted in what amounts to maybe two scenes. McShane, Reddick, and Huston just go through their paces, spouting lots of portentous lines about “choice” and “fate” that ring mostly hollow, as does a late-stage twist that carries no weight because one of the characters involved barely registers.
    As for the Baba Yaga himself, the largely non-verbal Reeves is the “Chekhov’s gun” of the film: introduced briefly in the first act, he inevitably turns up again in the third act, parachuted in by the magic of rumored reshoots even though his contribution to the narrative amounts to absolutely nothing. It’s always nice to see him, but if you took him out, it wouldn’t drastically change the picture.
    Speaking of reshoots, there’s a Frankenstein nature to the proceedings that provides evidence for the reports that Wick directorChad Stahelski refilmed much of the movie after Wiseman’s first draft came up short. While the first act is a murky, enervated slog, things seem to pick up in the middle, with a more eye-catching color scheme, a creative, free-flowing use of the camera, and some of the more inventive, oddball action that has become part and parcel of the franchise—most notably in a scene where de Armas and an enemy smash a pile of dinner plates over each other’s heads with manic Three Stooges-like energy.
    Unfortunately, there’s also a sadistic edge to a lot of the action this time as well, particularly in a climactic fight involving flamethrowers that badly wants to emulate the famous overhead apartment shot from John Wick: Chapter 4 but goes on for far too long and ultimately becomes actively unpleasant. That’s a problem with even the better action on hand in Ballerina, as if the filmmakers want to make up for the film’s deficiencies by overdoing what the series is best known for.
    Hatten’s script was an original piece that was rewritten to fit into the John Wick universe, with elements introduced in John Wick: Chapter 3 – Parabellum to pave the way for the arrival of Eve and Ballerina. But this reverse engineering highlights the pitfalls of trying to create a cinematic universe without stopping to wonder whether it’s a good idea.
    Watching John Wick stonily fight and slaughter his way through his off-center world and its population of funky, eccentric weirdos has been fantastic funbecause of the unique nature of the character and that world. But dropping the more conventional, cliched tropes of Ballerina into the mix, along with a protagonistnot nearly as compelling, only exemplifies that the John Wick movies are character-driven first and foremost. All the brutal action, heavy-handed callbacks, and predictable cameos in the world can’t make this Ballerina into a better dancer.

    Ballerina opens in theaters in the U.S. on Friday, June 6.

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    Get the best of Den of Geek delivered right to your inbox!
    #ballerina #review #ana #armas #vehicle
    Ballerina Review: Ana de Armas Vehicle Doesn’t Hold A Candle To the John Wick Movies
    Ballerina is what happens when a studio wants to extend a franchise but really has no reason to do so except a financial one. Subtitled From The World of John Wick, this action thriller contains too much action and precious little thrills. Directedby Len Wiseman of Underworld fame, Ballerina is set in the same universe as the four majestic adrenaline epics starring Keanu Reeves, and incorporates as many elements from those films as possible, including the Continental Hotel and the Ruska Roma, not to mention appearances from Ian McShane, Anjelica Huston, the late, great Lance Reddick, and Mr. Reeves himself. But what is also found in ample supply in the John Wick movies and sadly missing in Ballerina is heart, character, and a sense of conviction. At the center of the movie is a miscast, utterly bland Ana de Armas as Eve Macarro, whose father’s death sent her as a little girl into the custody of McShane’s Winston Scott and, eventually, the tutelage of the Directorof the Ruska Roma ballet/assassin school. It’s there that Eve goes through the usual training montage, with her inability to dance only matched by her evident aptitude at killing and fighting. Once her training is complete, Eve is sent out into the world on Ruska Roma business, but of course her main goal is avenging her dad, who was killed by members of a mysterious cult led by the enigmatic Chancellor. No sooner can you say “she’s gone rogue” than she does just that, jetting off to Prague in pursuit of a cult memberwho’s trying to get himself and his own little daughter out from under the Chancellor’s thumb, while finding herself at odds with the Director and pursued by the Chancellor’s minions at every turn. The movie’s thin “lady vengeance” premise, which we’ve seen countless times before, is reheated once again by screenwriter Shay Hatten, who has co-written the last two John Wick entries but seems lost here. Unlike John Wick himself, whose single-minded quest for revenge over the death of his dog took on mythic overtones as more layers to both John and the surreal world of elegant criminality in which he moved were revealed, Eve has nothing to define her that hasn’t been done or said before. It doesn’t help that Armas, while up to the role’s physicality, offers nothing in terms of personality—she’s an empty vessel. Which is a shame, since she’s displayed earthiness, complexity, and a sexy playfulnessin previous work. The rest of the non-Wick cast is forgettable as well, with Byrne’s Chancellor and his entire regime badly underdeveloped, and Reedus completely wasted in what amounts to maybe two scenes. McShane, Reddick, and Huston just go through their paces, spouting lots of portentous lines about “choice” and “fate” that ring mostly hollow, as does a late-stage twist that carries no weight because one of the characters involved barely registers. As for the Baba Yaga himself, the largely non-verbal Reeves is the “Chekhov’s gun” of the film: introduced briefly in the first act, he inevitably turns up again in the third act, parachuted in by the magic of rumored reshoots even though his contribution to the narrative amounts to absolutely nothing. It’s always nice to see him, but if you took him out, it wouldn’t drastically change the picture. Speaking of reshoots, there’s a Frankenstein nature to the proceedings that provides evidence for the reports that Wick directorChad Stahelski refilmed much of the movie after Wiseman’s first draft came up short. While the first act is a murky, enervated slog, things seem to pick up in the middle, with a more eye-catching color scheme, a creative, free-flowing use of the camera, and some of the more inventive, oddball action that has become part and parcel of the franchise—most notably in a scene where de Armas and an enemy smash a pile of dinner plates over each other’s heads with manic Three Stooges-like energy. Unfortunately, there’s also a sadistic edge to a lot of the action this time as well, particularly in a climactic fight involving flamethrowers that badly wants to emulate the famous overhead apartment shot from John Wick: Chapter 4 but goes on for far too long and ultimately becomes actively unpleasant. That’s a problem with even the better action on hand in Ballerina, as if the filmmakers want to make up for the film’s deficiencies by overdoing what the series is best known for. Hatten’s script was an original piece that was rewritten to fit into the John Wick universe, with elements introduced in John Wick: Chapter 3 – Parabellum to pave the way for the arrival of Eve and Ballerina. But this reverse engineering highlights the pitfalls of trying to create a cinematic universe without stopping to wonder whether it’s a good idea. Watching John Wick stonily fight and slaughter his way through his off-center world and its population of funky, eccentric weirdos has been fantastic funbecause of the unique nature of the character and that world. But dropping the more conventional, cliched tropes of Ballerina into the mix, along with a protagonistnot nearly as compelling, only exemplifies that the John Wick movies are character-driven first and foremost. All the brutal action, heavy-handed callbacks, and predictable cameos in the world can’t make this Ballerina into a better dancer. Ballerina opens in theaters in the U.S. on Friday, June 6. Join our mailing list Get the best of Den of Geek delivered right to your inbox! #ballerina #review #ana #armas #vehicle
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    Ballerina Review: Ana de Armas Vehicle Doesn’t Hold A Candle To the John Wick Movies
    Ballerina is what happens when a studio wants to extend a franchise but really has no reason to do so except a financial one. Subtitled From The World of John Wick, this action thriller contains too much action and precious little thrills. Directed (maybe) by Len Wiseman of Underworld fame, Ballerina is set in the same universe as the four majestic adrenaline epics starring Keanu Reeves, and incorporates as many elements from those films as possible, including the Continental Hotel and the Ruska Roma, not to mention appearances from Ian McShane, Anjelica Huston, the late, great Lance Reddick, and Mr. Reeves himself. But what is also found in ample supply in the John Wick movies and sadly missing in Ballerina is heart, character, and a sense of conviction. At the center of the movie is a miscast, utterly bland Ana de Armas as Eve Macarro, whose father’s death sent her as a little girl into the custody of McShane’s Winston Scott and, eventually, the tutelage of the Director (Huston) of the Ruska Roma ballet/assassin school. It’s there that Eve goes through the usual training montage, with her inability to dance only matched by her evident aptitude at killing and fighting. Once her training is complete, Eve is sent out into the world on Ruska Roma business, but of course her main goal is avenging her dad, who was killed by members of a mysterious cult led by the enigmatic Chancellor (Gabriel Byrne). No sooner can you say “she’s gone rogue” than she does just that, jetting off to Prague in pursuit of a cult member (Norman Reedus) who’s trying to get himself and his own little daughter out from under the Chancellor’s thumb, while finding herself at odds with the Director and pursued by the Chancellor’s minions at every turn. The movie’s thin “lady vengeance” premise, which we’ve seen countless times before, is reheated once again by screenwriter Shay Hatten, who has co-written the last two John Wick entries but seems lost here. Unlike John Wick himself, whose single-minded quest for revenge over the death of his dog took on mythic overtones as more layers to both John and the surreal world of elegant criminality in which he moved were revealed, Eve has nothing to define her that hasn’t been done or said before. It doesn’t help that Armas, while up to the role’s physicality, offers nothing in terms of personality—she’s an empty vessel. Which is a shame, since she’s displayed earthiness (Knives Out), complexity (Blonde), and a sexy playfulness (No Time to Die) in previous work. The rest of the non-Wick cast is forgettable as well, with Byrne’s Chancellor and his entire regime badly underdeveloped, and Reedus completely wasted in what amounts to maybe two scenes. McShane, Reddick, and Huston just go through their paces, spouting lots of portentous lines about “choice” and “fate” that ring mostly hollow, as does a late-stage twist that carries no weight because one of the characters involved barely registers. As for the Baba Yaga himself, the largely non-verbal Reeves is the “Chekhov’s gun” of the film: introduced briefly in the first act, he inevitably turns up again in the third act, parachuted in by the magic of rumored reshoots even though his contribution to the narrative amounts to absolutely nothing. It’s always nice to see him, but if you took him out, it wouldn’t drastically change the picture. Speaking of reshoots, there’s a Frankenstein nature to the proceedings that provides evidence for the reports that Wick director (and franchise torch-bearer) Chad Stahelski refilmed much of the movie after Wiseman’s first draft came up short. While the first act is a murky, enervated slog, things seem to pick up in the middle, with a more eye-catching color scheme (such as a sequence in a neon-lit club reminiscent of a similar scene in the magnificent John Wick: Chapter 4), a creative, free-flowing use of the camera, and some of the more inventive, oddball action that has become part and parcel of the franchise—most notably in a scene where de Armas and an enemy smash a pile of dinner plates over each other’s heads with manic Three Stooges-like energy. Unfortunately, there’s also a sadistic edge to a lot of the action this time as well, particularly in a climactic fight involving flamethrowers that badly wants to emulate the famous overhead apartment shot from John Wick: Chapter 4 but goes on for far too long and ultimately becomes actively unpleasant. That’s a problem with even the better action on hand in Ballerina, as if the filmmakers want to make up for the film’s deficiencies by overdoing what the series is best known for. Hatten’s script was an original piece that was rewritten to fit into the John Wick universe, with elements introduced in John Wick: Chapter 3 – Parabellum to pave the way for the arrival of Eve and Ballerina. But this reverse engineering highlights the pitfalls of trying to create a cinematic universe without stopping to wonder whether it’s a good idea. Watching John Wick stonily fight and slaughter his way through his off-center world and its population of funky, eccentric weirdos has been fantastic fun (the threat of an arc-undermining John Wick 5 notwithstanding) because of the unique nature of the character and that world. But dropping the more conventional, cliched tropes of Ballerina into the mix, along with a protagonist (and actor) not nearly as compelling, only exemplifies that the John Wick movies are character-driven first and foremost. All the brutal action, heavy-handed callbacks, and predictable cameos in the world can’t make this Ballerina into a better dancer. Ballerina opens in theaters in the U.S. on Friday, June 6. Join our mailing list Get the best of Den of Geek delivered right to your inbox!
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  • Noctua's Next Big Thing: Liquid Cooling and Thermosiphons | Technical Deep-Dive

    Coolers News Noctua's Next Big Thing: Liquid Cooling and Thermosiphons | Technical Deep-DiveJune 2, 2025Last Updated: 2025-06-02Noctua's Computex 2025 showcase includes engineering and design information on their new Thermosiphon cooler and CPU liquid coolerThe HighlightsNoctua shows off its upcoming AIO liquid coolerThe company also shows off its new NF-A12 G2 fanNoctua also discusses its Antec Flux Pro Noctua Edition PC caseTable of ContentsAutoTOC Grab a GN15 Large Anti-Static Modmat to celebrate our 15th Anniversary and for a high-quality PC building work surface. The Modmat features useful PC building diagrams and is anti-static conductive. Purchases directly fund our work!IntroWe visited Noctua’s booth at Computex, where the company showed off its upcoming liquid cooler, which is set to launch in Q1 2026. Once again, we have to give Noctua an award for least RGB LED BS we’ve seen at a trade show as we couldn’t find any in their booth.Editor's note: This was originally published on May 20, 2025 as a video. This content has been adapted to written format for this article and is unchanged from the original publication.CreditsHostSteve BurkeCamera, Video EditingMike GaglioneVitalii MakhnovetsWriting, Web EditingJimmy ThangThe company showed off its AIO liquid cooler prototype, which consisted of 3D printed pieces that are intended to go into the pump block to reduce some of the most annoying aspects of liquid coolers with pumps as opposed to thermosiphons. The fan that goes on top of the pump block is an existing Noctua fan that they’ve reshaped the frame for. And it’s optional to mount on top and it projects the air out towards the memory and VRM components. We also looked at the company’s thermosiphon, which was briefly shown at Computex last year. It is a 2-phase thermosiphon, which means that it does a phase change. This makes it comparable to a heat-pipe in a way. We also got to see a bunch of different types of cold plate designs.We also got another look at the Noctua x Antec Flux Pro case, which we previously covered at Antec’s booth.G2 FansNoctua showed off its 120mm G2 fan, which also appears in the shroud top of the Antec Flux Pro case. A couple things have changed about the fan, which include the RPM offset being a little different.Grab a GN Soldering & Project Mat for a high-quality work surface with extreme heat resistance. These purchases directly fund our operation, including our build-out of the hemi-anechoic chamber for our acoustic testing!When we reviewed the NH-D15 G2, the RPM offset between the 2 fans was about 25, but the fans we saw at Computex are about plus or minus 50.  Noctua provided some first-party data and stated that on a 120x49mm water cooler radiator comparing the G2 fan versus the company’s NF-A12x25 fan under a 200W heat-loud, the G2 fan performed roughly 3 degrees cooler, which is really good.    Paired with an air cooler, there was about a 1 degree difference between the 2 fans, which is a lot for an air cooler. Noctua Liquid CoolerFor its liquid cooler, Noctua is working with Asetek, using the company’s Gen 8 V2 platform.  Asetek has been around for a long time and they’re one of the biggest suppliers. In the old days, they worked with Corsair, NZXT, and basically everyone’s stuff.The landscape has diversified a bit. Apaltek has gotten really big as a supplier. For as much s*** we’ve given Asetek over the years, in our experience, they’ve had fewer widespread failures of gunk buildup compared to competing solutions. Noctua MouseWe don’t cover mice, but Noctua also showed off a mouse with a small fan built into it. Noctua's Jakob Dellinger Interview Visit our Patreon page to contribute a few dollars toward this website's operationAdditionally, when you purchase through links to retailers on our site, we may earn a small affiliate commission.We wrapped up our Noctua coverage by interviewing Noctua’s Jakob Dellinger. Make sure to watch our Computex video where we do a deeper dive into the company’s upcoming liquid cooler, how a thermosiphon works, and more.
    #noctua039s #next #big #thing #liquid
    Noctua's Next Big Thing: Liquid Cooling and Thermosiphons | Technical Deep-Dive
    Coolers News Noctua's Next Big Thing: Liquid Cooling and Thermosiphons | Technical Deep-DiveJune 2, 2025Last Updated: 2025-06-02Noctua's Computex 2025 showcase includes engineering and design information on their new Thermosiphon cooler and CPU liquid coolerThe HighlightsNoctua shows off its upcoming AIO liquid coolerThe company also shows off its new NF-A12 G2 fanNoctua also discusses its Antec Flux Pro Noctua Edition PC caseTable of ContentsAutoTOC Grab a GN15 Large Anti-Static Modmat to celebrate our 15th Anniversary and for a high-quality PC building work surface. The Modmat features useful PC building diagrams and is anti-static conductive. Purchases directly fund our work!IntroWe visited Noctua’s booth at Computex, where the company showed off its upcoming liquid cooler, which is set to launch in Q1 2026. Once again, we have to give Noctua an award for least RGB LED BS we’ve seen at a trade show as we couldn’t find any in their booth.Editor's note: This was originally published on May 20, 2025 as a video. This content has been adapted to written format for this article and is unchanged from the original publication.CreditsHostSteve BurkeCamera, Video EditingMike GaglioneVitalii MakhnovetsWriting, Web EditingJimmy ThangThe company showed off its AIO liquid cooler prototype, which consisted of 3D printed pieces that are intended to go into the pump block to reduce some of the most annoying aspects of liquid coolers with pumps as opposed to thermosiphons. The fan that goes on top of the pump block is an existing Noctua fan that they’ve reshaped the frame for. And it’s optional to mount on top and it projects the air out towards the memory and VRM components. We also looked at the company’s thermosiphon, which was briefly shown at Computex last year. It is a 2-phase thermosiphon, which means that it does a phase change. This makes it comparable to a heat-pipe in a way. We also got to see a bunch of different types of cold plate designs.We also got another look at the Noctua x Antec Flux Pro case, which we previously covered at Antec’s booth.G2 FansNoctua showed off its 120mm G2 fan, which also appears in the shroud top of the Antec Flux Pro case. A couple things have changed about the fan, which include the RPM offset being a little different.Grab a GN Soldering & Project Mat for a high-quality work surface with extreme heat resistance. These purchases directly fund our operation, including our build-out of the hemi-anechoic chamber for our acoustic testing!When we reviewed the NH-D15 G2, the RPM offset between the 2 fans was about 25, but the fans we saw at Computex are about plus or minus 50.  Noctua provided some first-party data and stated that on a 120x49mm water cooler radiator comparing the G2 fan versus the company’s NF-A12x25 fan under a 200W heat-loud, the G2 fan performed roughly 3 degrees cooler, which is really good.    Paired with an air cooler, there was about a 1 degree difference between the 2 fans, which is a lot for an air cooler. Noctua Liquid CoolerFor its liquid cooler, Noctua is working with Asetek, using the company’s Gen 8 V2 platform.  Asetek has been around for a long time and they’re one of the biggest suppliers. In the old days, they worked with Corsair, NZXT, and basically everyone’s stuff.The landscape has diversified a bit. Apaltek has gotten really big as a supplier. For as much s*** we’ve given Asetek over the years, in our experience, they’ve had fewer widespread failures of gunk buildup compared to competing solutions. Noctua MouseWe don’t cover mice, but Noctua also showed off a mouse with a small fan built into it. Noctua's Jakob Dellinger Interview Visit our Patreon page to contribute a few dollars toward this website's operationAdditionally, when you purchase through links to retailers on our site, we may earn a small affiliate commission.We wrapped up our Noctua coverage by interviewing Noctua’s Jakob Dellinger. Make sure to watch our Computex video where we do a deeper dive into the company’s upcoming liquid cooler, how a thermosiphon works, and more. #noctua039s #next #big #thing #liquid
    GAMERSNEXUS.NET
    Noctua's Next Big Thing: Liquid Cooling and Thermosiphons | Technical Deep-Dive
    Coolers News Noctua's Next Big Thing: Liquid Cooling and Thermosiphons | Technical Deep-DiveJune 2, 2025Last Updated: 2025-06-02Noctua's Computex 2025 showcase includes engineering and design information on their new Thermosiphon cooler and CPU liquid coolerThe HighlightsNoctua shows off its upcoming AIO liquid coolerThe company also shows off its new NF-A12 G2 fanNoctua also discusses its Antec Flux Pro Noctua Edition PC caseTable of ContentsAutoTOC Grab a GN15 Large Anti-Static Modmat to celebrate our 15th Anniversary and for a high-quality PC building work surface. The Modmat features useful PC building diagrams and is anti-static conductive. Purchases directly fund our work! (or consider a direct donation or a Patreon contribution!)IntroWe visited Noctua’s booth at Computex, where the company showed off its upcoming liquid cooler, which is set to launch in Q1 2026. Once again, we have to give Noctua an award for least RGB LED BS we’ve seen at a trade show as we couldn’t find any in their booth.Editor's note: This was originally published on May 20, 2025 as a video. This content has been adapted to written format for this article and is unchanged from the original publication.CreditsHostSteve BurkeCamera, Video EditingMike GaglioneVitalii MakhnovetsWriting, Web EditingJimmy ThangThe company showed off its AIO liquid cooler prototype, which consisted of 3D printed pieces that are intended to go into the pump block to reduce some of the most annoying aspects of liquid coolers with pumps as opposed to thermosiphons. The fan that goes on top of the pump block is an existing Noctua fan that they’ve reshaped the frame for. And it’s optional to mount on top and it projects the air out towards the memory and VRM components. We also looked at the company’s thermosiphon, which was briefly shown at Computex last year. It is a 2-phase thermosiphon, which means that it does a phase change. This makes it comparable to a heat-pipe in a way. We also got to see a bunch of different types of cold plate designs.We also got another look at the Noctua x Antec Flux Pro case, which we previously covered at Antec’s booth.G2 FansNoctua showed off its 120mm G2 fan, which also appears in the shroud top of the Antec Flux Pro case. A couple things have changed about the fan, which include the RPM offset being a little different.Grab a GN Soldering & Project Mat for a high-quality work surface with extreme heat resistance. These purchases directly fund our operation, including our build-out of the hemi-anechoic chamber for our acoustic testing! (or consider a direct donation or a Patreon contribution!)When we reviewed the NH-D15 G2, the RPM offset between the 2 fans was about 25, but the fans we saw at Computex are about plus or minus 50.  Noctua provided some first-party data and stated that on a 120x49mm water cooler radiator comparing the G2 fan versus the company’s NF-A12x25 fan under a 200W heat-loud, the G2 fan performed roughly 3 degrees cooler, which is really good.    Paired with an air cooler, there was about a 1 degree difference between the 2 fans, which is a lot for an air cooler. Noctua Liquid CoolerFor its liquid cooler, Noctua is working with Asetek, using the company’s Gen 8 V2 platform.  Asetek has been around for a long time and they’re one of the biggest suppliers. In the old days, they worked with Corsair, NZXT, and basically everyone’s stuff.The landscape has diversified a bit. Apaltek has gotten really big as a supplier. For as much s*** we’ve given Asetek over the years, in our experience, they’ve had fewer widespread failures of gunk buildup compared to competing solutions. Noctua MouseWe don’t cover mice, but Noctua also showed off a mouse with a small fan built into it. Noctua's Jakob Dellinger Interview Visit our Patreon page to contribute a few dollars toward this website's operation (or consider a direct donation or buying something from our GN Store!) Additionally, when you purchase through links to retailers on our site, we may earn a small affiliate commission.We wrapped up our Noctua coverage by interviewing Noctua’s Jakob Dellinger. Make sure to watch our Computex video where we do a deeper dive into the company’s upcoming liquid cooler, how a thermosiphon works, and more.
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  • Insites: Addressing the Northern housing crisis

    The housing crisis in Canada’s North, which has particularly affected the majority Indigenous population in northern communities, has been of ongoing concern to firms such as Taylor Architecture Group. Formerly known as Pin/Taylor, the firm was established in Yellowknife in 1983. TAG’s Principal, Simon Taylor, says that despite recent political gains for First Nations, “by and large, life is not improving up here.”
    Taylor and his colleagues have designed many different types of housing across the North. But the problems exceed the normal scope of architectural practice. TAG’s Manager of Research and Development, Kristel Derkowski, says, “We can design the units well, but it doesn’t solve many of the underlying problems.” To respond, she says, “we’ve backed up the process to look at the root causes more.” As a result, “the design challenges are informed by much broader systemic research.” 
    We spoke to Derkowski about her research, and the work that Taylor Architecture Group is doing to act on it. Here’s what she has to say.
    Inadequate housing from the start
    The Northwest Territories is about 51% Indigenous. Most non-Indigenous people are concentrated in the capital city of Yellowknife. Outside of Yellowknife, the territory is very much majority Indigenous. 
    The federal government got involved in delivering housing to the far North in 1959. There were problems with this program right from the beginning. One issue was that when the houses were first delivered, they were designed and fabricated down south, and they were completely inadequate for the climate. The houses from that initial program were called “Matchbox houses” because they were so small. These early stages of housing delivery helped establish the precedent that a lower standard of housing was acceptable for northern Indigenous residents compared to Euro-Canadian residents elsewhere. In many cases, that double-standard persists to this day.
    The houses were also inappropriately designed for northern cultures. It’s been said in the research that the way that these houses were delivered to northern settlements was a significant factor in people being divorced from their traditional lifestyles, their traditional hierarchies, the way that they understood home. It was imposing a Euro-Canadian model on Indigenous communities and their ways of life. 
    Part of what the federal government was trying to do was to impose a cash economy and stimulate a market. They were delivering houses and asking for rent. But there weren’t a lot of opportunities to earn cash. This housing was delivered around the sites of former fur trading posts—but the fur trade had collapsed by 1930. There weren’t a lot of jobs. There wasn’t a lot of wage-based employment. And yet, rental payments were being collected in cash, and the rental payments increased significantly over the span of a couple decades. 
    The imposition of a cash economy created problems culturally. It’s been said that public housing delivery, in combination with other social policies, served to introduce the concept of poverty in the far North, where it hadn’t existed before. These policies created a situation where Indigenous northerners couldn’t afford to be adequately housed, because housing demanded cash, and cash wasn’t always available. That’s a big theme that continues to persist today. Most of the territory’s communities remain “non-market”: there is no housing market. There are different kinds of economies in the North—and not all of them revolve wholly around cash. And yet government policies do. The governments’ ideas about housing do, too. So there’s a conflict there. 
    The federal exit from social housing
    After 1969, the federal government devolved housing to the territorial government. The Government of Northwest Territories created the Northwest Territories Housing Corporation. By 1974, the housing corporation took over all the stock of federal housing and started to administer it, in addition to building their own. The housing corporation was rapidly building new housing stock from 1975 up until the mid-1990s. But beginning in the early 1990s, the federal government terminated federal spending on new social housing across the whole country. A couple of years after that, they also decided to allow operational agreements with social housing providers to expire. It didn’t happen that quickly—and maybe not everybody noticed, because it wasn’t a drastic change where all operational funding disappeared immediately. But at that time, the federal government was in 25- to 50-year operational agreements with various housing providers across the country. After 1995, these long-term operating agreements were no longer being renewed—not just in the North, but everywhere in Canada. 
    With the housing corporation up here, that change started in 1996, and we have until 2038 before the federal contribution of operational funding reaches zero. As a result, beginning in 1996, the number of units owned by the NWT Housing Corporation plateaued. There was a little bump in housing stock after that—another 200 units or so in the early 2000s. But basically, the Northwest Territories was stuck for 25 years, from 1996 to 2021, with the same number of public housing units.
    In 1990, there was a report on housing in the NWT that was funded by the Canada Mortgage and Housing Corporation. That report noted that housing was already in a crisis state. At that time, in 1990, researchers said it would take 30 more years to meet existing housing need, if housing production continued at the current rate. The other problem is that houses were so inadequately constructed to begin with, that they generally needed replacement after 15 years. So housing in the Northwest Territories already had serious problems in 1990. Then in 1996, the housing corporation stopped building more. So if you compare the total number of social housing units with the total need for subsidized housing in the territory, you can see a severely widening gap in recent decades. We’ve seen a serious escalation in housing need.
    The Northwest Territories has a very, very small tax base, and it’s extremely expensive to provide services here. Most of our funding for public services comes from the federal government. The NWT on its own does not have a lot of buying power. So ever since the federal government stopped providing operational funding for housing, the territorial government has been hard-pressed to replace that funding with its own internal resources.
    I should probably note that this wasn’t only a problem for the Northwest Territories. Across Canada, we have seen mass homelessness visibly emerge since the ’90s. This is related, at least in part, to the federal government’s decisions to terminate funding for social housing at that time.

    Today’s housing crisis
    Getting to present-day conditions in the NWT, we now have some “market” communities and some “non-market” communities. There are 33 communities total in the NWT, and at least 27 of these don’t have a housing market: there’s no private rental market and there’s no resale market. This relates back to the conflict I mentioned before: the cash economy did not entirely take root. In simple terms, there isn’t enough local employment or income opportunity for a housing market—in conventional terms—to work. 
    Yellowknife is an outlier in the territory. Economic opportunity is concentrated in the capital city. We also have five other “market” communities that are regional centres for the territorial government, where more employment and economic activity take place. Across the non-market communities, on average, the rate of unsuitable or inadequate housing is about five times what it is elsewhere in Canada. Rates of unemployment are about five times what they are in Yellowknife. On top of this, the communities with the highest concentration of Indigenous residents also have the highest rates of unsuitable or inadequate housing, and also have the lowest income opportunity. These statistics clearly show that the inequalities in the territory are highly racialized. 
    Given the situation in non-market communities, there is a severe affordability crisis in terms of the cost to deliver housing. It’s very, very expensive to build housing here. A single detached home costs over a million dollars to build in a place like Fort Good Hope. We’re talking about a very modest three-bedroom house, smaller than what you’d typically build in the South. The million-dollar price tag on each house is a serious issue. Meanwhile, in a non-market community, the potential resale value is extremely low. So there’s a massive gap between the cost of construction and the value of the home once built—and that’s why you have no housing market. It means that private development is impossible. That’s why, until recently, only the federal and territorial governments have been building new homes in non-market communities. It’s so expensive to do, and as soon as the house is built, its value plummets. 

    The costs of living are also very high. According to the NWT Bureau of Statistics, the estimated living costs for an individual in Fort Good Hope are about 1.8 times what it costs to live in Edmonton. Then when it comes to housing specifically, there are further issues with operations and maintenance. The NWT is not tied into the North American hydro grid, and in most communities, electricity is produced by a diesel generator. This is extremely expensive. Everything needs to be shipped in, including fuel. So costs for heating fuel are high as well, as are the heating loads. Then, maintenance and repairs can be very difficult, and of course, very costly. If you need any specialized parts or specialized labour, you are flying those parts and those people in from down South. So to take on the costs of homeownership, on top of the costs of living—in a place where income opportunity is limited to begin with—this is extremely challenging. And from a statistical or systemic perspective, this is simply not in reach for most community members.
    In 2021, the NWT Housing Corporation underwent a strategic renewal and became Housing Northwest Territories. Their mandate went into a kind of flux. They started to pivot from being the primary landlord in the territory towards being a partner to other third-party housing providers, which might be Indigenous governments, community housing providers, nonprofits, municipalities. But those other organisations, in most cases, aren’t equipped or haven’t stepped forward to take on social housing.
    Even though the federal government is releasing capital funding for affordable housing again, northern communities can’t always capitalize on that, because the source of funding for operations remains in question. Housing in non-market communities essentially needs to be subsidized—not just in terms of construction, but also in terms of operations. But that operational funding is no longer available. I can’t stress enough how critical this issue is for the North.
    Fort Good Hope and “one thing thatworked”
    I’ll talk a bit about Fort Good Hope. I don’t want to be speaking on behalf of the community here, but I will share a bit about the realities on the ground, as a way of putting things into context. 
    Fort Good Hope, or Rádeyı̨lı̨kóé, is on the Mackenzie River, close to the Arctic Circle. There’s a winter road that’s open at best from January until March—the window is getting narrower because of climate change. There were also barges running each summer for material transportation, but those have been cancelled for the past two years because of droughts linked to climate change. Aside from that, it’s a fly-in community. It’s very remote. It has about 500-600 people. According to census data, less than half of those people live in what’s considered acceptable housing. 
    The biggest problem is housing adequacy. That’s CMHC’s term for housing in need of major repairs. This applies to about 36% of households in Fort Good Hope. In terms of ownership, almost 40% of the community’s housing stock is managed by Housing NWT. That’s a combination of public housing units and market housing units—which are for professionals like teachers and nurses. There’s also a pretty high percentage of owner-occupied units—about 46%. 
    The story told by the community is that when public housing arrived in the 1960s, the people were living in owner-built log homes. Federal agents arrived and they considered some of those homes to be inadequate or unacceptable, and they bulldozed those homes, then replaced some of them—but maybe not all—with public housing units. Then residents had no choice but to rent from the people who took their homes away. This was not a good way to start up a public housing system.
    The state of housing in Fort Good Hope
    Then there was an issue with the rental rates, which drastically increased over time. During a presentation to a government committee in the ’80s, a community member explained that they had initially accepted a place in public housing for a rental fee of a month in 1971. By 1984, the same community member was expected to pay a month. That might not sound like much in today’s terms, but it was roughly a 13,000% increase for that same tenant—and it’s not like they had any other housing options to choose from. So by that point, they’re stuck with paying whatever is asked. 
    On top of that, the housing units were poorly built and rapidly deteriorated. One description from that era said the walls were four inches thick, with windows oriented north, and water tanks that froze in the winter and fell through the floor. The single heating source was right next to the only door—residents were concerned about the fire hazard that obviously created. Ultimately the community said: “We don’t actually want any more public housing units. We want to go back to homeownership, which was what we had before.” 
    So Fort Good Hope was a leader in housing at that time and continues to be to this day. The community approached the territorial government and made a proposal: “Give us the block funding for home construction, we’ll administer it ourselves, we’ll help people build houses, and they can keep them.” That actually worked really well. That was the start of the Homeownership Assistance Programthat ran for about ten years, beginning in 1982. The program expanded across the whole territory after it was piloted in Fort Good Hope. The HAP is still spoken about and written about as the one thing that kind of worked. 
    Self-built log cabins remain from Fort Good Hope’s 1980s Homeownership Program.
    Funding was cost-shared between the federal and territorial governments. Through the program, material packages were purchased for clients who were deemed eligible. The client would then contribute their own sweat equity in the form of hauling logs and putting in time on site. They had two years to finish building the house. Then, as long as they lived in that home for five more years, the loan would be forgiven, and they would continue owning the house with no ongoing loan payments. In some cases, there were no mechanical systems provided as part of this package, but the residents would add to the house over the years. A lot of these units are still standing and still lived in today. Many of them are comparatively well-maintained in contrast with other types of housing—for example, public housing units. It’s also worth noting that the one-time cost of the materials package was—from the government’s perspective—only a fraction of the cost to build and maintain a public housing unit over its lifespan. At the time, it cost about to to build a HAP home, whereas the lifetime cost of a public housing unit is in the order of This program was considered very successful in many places, especially in Fort Good Hope. It created about 40% of their local housing stock at that time, which went from about 100 units to about 140. It’s a small community, so that’s quite significant. 
    What were the successful principles?

    The community-based decision-making power to allocate the funding.
    The sweat equity component, which brought homeownership within the range of being attainable for people—because there wasn’t cash needing to be transferred, when the cash wasn’t available.
    Local materials—they harvested the logs from the land, and the fact that residents could maintain the homes themselves.

    The Fort Good Hope Construction Centre. Rendering by Taylor Architecture Group
    The Fort Good Hope Construction Centre
    The HAP ended the same year that the federal government terminated new spending on social housing. By the late 1990s, the creation of new public housing stock or new homeownership units had gone down to negligible levels. But more recently, things started to change. The federal government started to release money to build affordable housing. Simultaneously, Indigenous governments are working towards Self-Government and settling their Land Claims. Federal funds have started to flow directly to Indigenous groups. Given these changes, the landscape of Northern housing has started to evolve.
    In 2016, Fort Good Hope created the K’asho Got’ine Housing Society, based on the precedent of the 1980s Fort Good Hope Housing Society. They said: “We did this before, maybe we can do it again.” The community incorporated a non-profit and came up with a five-year plan to meet housing need in their community.
    One thing the community did right away was start up a crew to deliver housing maintenance and repairs. This is being run by Ne’Rahten Developments Ltd., which is the business arm of Yamoga Land Corporation. Over the span of a few years, they built up a crew of skilled workers. Then Ne’Rahten started thinking, “Why can’t we do more? Why can’t we build our own housing?” They identified a need for a space where people could work year-round, and first get training, then employment, in a stable all-season environment.
    This was the initial vision for the Fort Good Hope Construction Centre, and this is where TAG got involved. We had some seed funding through the CMHC Housing Supply Challenge when we partnered with Fort Good Hope.
    We worked with the community for over a year to get the capital funding lined up for the project. This process required us to take on a different role than the one you typically would as an architect. It wasn’t just schematic-design-to-construction-administration. One thing we did pretty early on was a housing design workshop that was open to the whole community, to start understanding what type of housing people would really want to see. Another piece was a lot of outreach and advocacy to build up support for the project and partnerships—for example, with Housing Northwest Territories and Aurora College. We also reached out to our federal MP, the NWT Legislative Assembly and different MLAs, and we talked to a lot of different people about the link between employment and housing. The idea was that the Fort Good Hope Construction Centre would be a demonstration project. Ultimately, funding did come through for the project—from both CMHC and National Indigenous Housing Collaborative Inc.
    The facility itself will not be architecturally spectacular. It’s basically a big shed where you could build a modular house. But the idea is that the construction of those houses is combined with training, and it creates year-round indoor jobs. It intends to combat the short construction seasons, and the fact that people would otherwise be laid off between projects—which makes it very hard to progress with your training or your career. At the same time, the Construction Centre will build up a skilled labour force that otherwise wouldn’t exist—because when there’s no work, skilled people tend to leave the community. And, importantly, the idea is to keep capital funding in the community. So when there’s a new arena that needs to get built, when there’s a new school that needs to get built, you have a crew of people who are ready to take that on. Rather than flying in skilled labourers, you actually have the community doing it themselves. It’s working towards self-determination in housing too, because if those modular housing units are being built in the community, by community members, then eventually they’re taking over design decisions and decisions about maintenance—in a way that hasn’t really happened for decades.
    Transitional homeownership
    My research also looked at a transitional homeownership model that adapts some of the successful principles of the 1980s HAP. Right now, in non-market communities, there are serious gaps in the housing continuum—that is, the different types of housing options available to people. For the most part, you have public housing, and you have homelessness—mostly in the form of hidden homelessness, where people are sleeping on the couches of relatives. Then, in some cases, you have inherited homeownership—where people got homes through the HAP or some other government program.
    But for the most part, not a lot of people in non-market communities are actually moving into homeownership anymore. I asked the local housing manager in Fort Good Hope: “When’s the last time someone built a house in the community?” She said, “I can only think of one person. It was probably about 20 years ago, and that person actually went to the bank and got a mortgage. If people have a home, it’s usually inherited from their parents or from relatives.” And that situation is a bit of a problem in itself, because it means that people can’t move out of public housing. Public housing traps you in a lot of ways. For example, it punishes employment, because rent is geared to income. It’s been said many times that this model disincentivizes employment. I was in a workshop last year where an Indigenous person spoke up and said, “Actually, it’s not disincentivizing, it punishes employment. It takes things away from you.”
    Somebody at the territorial housing corporation in Yellowknife told me, “We have clients who are over the income threshold for public housing, but there’s nowhere else they can go.” Theoretically, they would go to the private housing market, they would go to market housing, or they would go to homeownership, but those options don’t exist or they aren’t within reach. 
    So the idea with the transitional homeownership model is to create an option that could allow the highest income earners in a non-market community to move towards homeownership. This could take some pressure off the public housing system. And it would almost be like a wealth distribution measure: people who are able to afford the cost of operating and maintaining a home then have that option, instead of remaining in government-subsidized housing. For those who cannot, the public housing system is still an option—and maybe a few more public housing units are freed up. 
    I’ve developed about 36 recommendations for a transitional homeownership model in northern non-market communities. The recommendations are meant to be actioned at various scales: at the scale of the individual household, the scale of the housing provider, and the scale of the whole community. The idea is that if you look at housing as part of a whole system, then there are certain moves that might make sense here—in a non-market context especially—that wouldn’t make sense elsewhere. So for example, we’re in a situation where a house doesn’t appreciate in value. It’s not a financial asset, it’s actually a financial liability, and it’s something that costs a lot to maintain over the years. Giving someone a house in a non-market community is actually giving them a burden, but some residents would be quite willing to take this on, just to have an option of getting out of public housing. It just takes a shift in mindset to start considering solutions for that kind of context.
    One particularly interesting feature of non-market communities is that they’re still functioning with a mixed economy: partially a subsistence-based or traditional economy, and partially a cash economy. I think that’s actually a strength that hasn’t been tapped into by territorial and federal policies. In the far North, in-kind and traditional economies are still very much a way of life. People subsidize their groceries with “country food,” which means food that was harvested from the land. And instead of paying for fuel tank refills in cash, many households in non-market communities are burning wood as their primary heat source. In communities south of the treeline, like Fort Good Hope, that wood is also harvested from the land. Despite there being no exchange of cash involved, these are critical economic activities—and they are also part of a sustainable, resilient economy grounded in local resources and traditional skills.
    This concept of the mixed economy could be tapped into as part of a housing model, by bringing back the idea of a ‘sweat equity’ contribution instead of a down payment—just like in the HAP. Contributing time and labour is still an economic exchange, but it bypasses the ‘cash’ part—the part that’s still hard to come by in a non-market community. Labour doesn’t have to be manual labour, either. There are all kinds of work that need to take place in a community: maybe taking training courses and working on projects at the Construction Centre, maybe helping out at the Band Office, or providing childcare services for other working parents—and so on. So it could be more inclusive than a model that focuses on manual labour.
    Another thing to highlight is a rent-to-own trial period. Not every client will be equipped to take on the burdens of homeownership. So you can give people a trial period. If it doesn’t work out and they can’t pay for operations and maintenance, they could continue renting without losing their home.
    Then it’s worth touching on some basic design principles for the homeownership units. In the North, the solutions that work are often the simplest—not the most technologically innovative. When you’re in a remote location, specialized replacement parts and specialized labour are both difficult to come by. And new technologies aren’t always designed for extreme climates—especially as we trend towards the digital. So rather than installing technologically complex, high-efficiency systems, it actually makes more sense to build something that people are comfortable with, familiar with, and willing to maintain. In a southern context, people suggest solutions like solar panels to manage energy loads. But in the North, the best thing you can do for energy is put a woodstove in the house. That’s something we’ve heard loud and clear in many communities. Even if people can’t afford to fill their fuel tank, they’re still able to keep chopping wood—or their neighbour is, or their brother, or their kid, and so on. It’s just a different way of looking at things and a way of bringing things back down to earth, back within reach of community members. 
    Regulatory barriers to housing access: Revisiting the National Building Code
    On that note, there’s one more project I’ll touch on briefly. TAG is working on a research study, funded by Housing, Infrastructure and Communities Canada, which looks at regulatory barriers to housing access in the North. The National Building Codehas evolved largely to serve the southern market context, where constraints and resources are both very different than they are up here. Technical solutions in the NBC are based on assumptions that, in some cases, simply don’t apply in northern communities.
    Here’s a very simple example: minimum distance to a fire hydrant. Most of our communities don’t have fire hydrants at all. We don’t have municipal services. The closest hydrant might be thousands of kilometres away. So what do we do instead? We just have different constraints to consider.
    That’s just one example but there are many more. We are looking closely at the NBC, and we are also working with a couple of different communities in different situations. The idea is to identify where there are conflicts between what’s regulated and what’s actually feasible, viable, and practical when it comes to on-the-ground realities. Then we’ll look at some alternative solutions for housing. The idea is to meet the intent of the NBC, but arrive at some technical solutions that are more practical to build, easier to maintain, and more appropriate for northern communities. 
    All of the projects I’ve just described are fairly recent, and very much still ongoing. We’ll see how it all plays out. I’m sure we’re going to run into a lot of new barriers and learn a lot more on the way, but it’s an incremental trial-and-error process. Even with the Construction Centre, we’re saying that this is a demonstration project, but how—or if—it rolls out in other communities would be totally community-dependent, and it could look very, very different from place to place. 
    In doing any research on Northern housing, one of the consistent findings is that there is no one-size-fits-all solution. Northern communities are not all the same. There are all kinds of different governance structures, different climates, ground conditions, transportation routes, different population sizes, different people, different cultures. Communities are Dene, Métis, Inuvialuit, as well as non-Indigenous, all with different ways of being. One-size-fits-all solutions don’t work—they never have. And the housing crisis is complex, and it’s difficult to unravel. So we’re trying to move forward with a few different approaches, maybe in a few different places, and we’re hoping that some communities, some organizations, or even some individual people, will see some positive impacts.

     As appeared in the June 2025 issue of Canadian Architect magazine 

    The post Insites: Addressing the Northern housing crisis appeared first on Canadian Architect.
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    Insites: Addressing the Northern housing crisis
    The housing crisis in Canada’s North, which has particularly affected the majority Indigenous population in northern communities, has been of ongoing concern to firms such as Taylor Architecture Group. Formerly known as Pin/Taylor, the firm was established in Yellowknife in 1983. TAG’s Principal, Simon Taylor, says that despite recent political gains for First Nations, “by and large, life is not improving up here.” Taylor and his colleagues have designed many different types of housing across the North. But the problems exceed the normal scope of architectural practice. TAG’s Manager of Research and Development, Kristel Derkowski, says, “We can design the units well, but it doesn’t solve many of the underlying problems.” To respond, she says, “we’ve backed up the process to look at the root causes more.” As a result, “the design challenges are informed by much broader systemic research.”  We spoke to Derkowski about her research, and the work that Taylor Architecture Group is doing to act on it. Here’s what she has to say. Inadequate housing from the start The Northwest Territories is about 51% Indigenous. Most non-Indigenous people are concentrated in the capital city of Yellowknife. Outside of Yellowknife, the territory is very much majority Indigenous.  The federal government got involved in delivering housing to the far North in 1959. There were problems with this program right from the beginning. One issue was that when the houses were first delivered, they were designed and fabricated down south, and they were completely inadequate for the climate. The houses from that initial program were called “Matchbox houses” because they were so small. These early stages of housing delivery helped establish the precedent that a lower standard of housing was acceptable for northern Indigenous residents compared to Euro-Canadian residents elsewhere. In many cases, that double-standard persists to this day. The houses were also inappropriately designed for northern cultures. It’s been said in the research that the way that these houses were delivered to northern settlements was a significant factor in people being divorced from their traditional lifestyles, their traditional hierarchies, the way that they understood home. It was imposing a Euro-Canadian model on Indigenous communities and their ways of life.  Part of what the federal government was trying to do was to impose a cash economy and stimulate a market. They were delivering houses and asking for rent. But there weren’t a lot of opportunities to earn cash. This housing was delivered around the sites of former fur trading posts—but the fur trade had collapsed by 1930. There weren’t a lot of jobs. There wasn’t a lot of wage-based employment. And yet, rental payments were being collected in cash, and the rental payments increased significantly over the span of a couple decades.  The imposition of a cash economy created problems culturally. It’s been said that public housing delivery, in combination with other social policies, served to introduce the concept of poverty in the far North, where it hadn’t existed before. These policies created a situation where Indigenous northerners couldn’t afford to be adequately housed, because housing demanded cash, and cash wasn’t always available. That’s a big theme that continues to persist today. Most of the territory’s communities remain “non-market”: there is no housing market. There are different kinds of economies in the North—and not all of them revolve wholly around cash. And yet government policies do. The governments’ ideas about housing do, too. So there’s a conflict there.  The federal exit from social housing After 1969, the federal government devolved housing to the territorial government. The Government of Northwest Territories created the Northwest Territories Housing Corporation. By 1974, the housing corporation took over all the stock of federal housing and started to administer it, in addition to building their own. The housing corporation was rapidly building new housing stock from 1975 up until the mid-1990s. But beginning in the early 1990s, the federal government terminated federal spending on new social housing across the whole country. A couple of years after that, they also decided to allow operational agreements with social housing providers to expire. It didn’t happen that quickly—and maybe not everybody noticed, because it wasn’t a drastic change where all operational funding disappeared immediately. But at that time, the federal government was in 25- to 50-year operational agreements with various housing providers across the country. After 1995, these long-term operating agreements were no longer being renewed—not just in the North, but everywhere in Canada.  With the housing corporation up here, that change started in 1996, and we have until 2038 before the federal contribution of operational funding reaches zero. As a result, beginning in 1996, the number of units owned by the NWT Housing Corporation plateaued. There was a little bump in housing stock after that—another 200 units or so in the early 2000s. But basically, the Northwest Territories was stuck for 25 years, from 1996 to 2021, with the same number of public housing units. In 1990, there was a report on housing in the NWT that was funded by the Canada Mortgage and Housing Corporation. That report noted that housing was already in a crisis state. At that time, in 1990, researchers said it would take 30 more years to meet existing housing need, if housing production continued at the current rate. The other problem is that houses were so inadequately constructed to begin with, that they generally needed replacement after 15 years. So housing in the Northwest Territories already had serious problems in 1990. Then in 1996, the housing corporation stopped building more. So if you compare the total number of social housing units with the total need for subsidized housing in the territory, you can see a severely widening gap in recent decades. We’ve seen a serious escalation in housing need. The Northwest Territories has a very, very small tax base, and it’s extremely expensive to provide services here. Most of our funding for public services comes from the federal government. The NWT on its own does not have a lot of buying power. So ever since the federal government stopped providing operational funding for housing, the territorial government has been hard-pressed to replace that funding with its own internal resources. I should probably note that this wasn’t only a problem for the Northwest Territories. Across Canada, we have seen mass homelessness visibly emerge since the ’90s. This is related, at least in part, to the federal government’s decisions to terminate funding for social housing at that time. Today’s housing crisis Getting to present-day conditions in the NWT, we now have some “market” communities and some “non-market” communities. There are 33 communities total in the NWT, and at least 27 of these don’t have a housing market: there’s no private rental market and there’s no resale market. This relates back to the conflict I mentioned before: the cash economy did not entirely take root. In simple terms, there isn’t enough local employment or income opportunity for a housing market—in conventional terms—to work.  Yellowknife is an outlier in the territory. Economic opportunity is concentrated in the capital city. We also have five other “market” communities that are regional centres for the territorial government, where more employment and economic activity take place. Across the non-market communities, on average, the rate of unsuitable or inadequate housing is about five times what it is elsewhere in Canada. Rates of unemployment are about five times what they are in Yellowknife. On top of this, the communities with the highest concentration of Indigenous residents also have the highest rates of unsuitable or inadequate housing, and also have the lowest income opportunity. These statistics clearly show that the inequalities in the territory are highly racialized.  Given the situation in non-market communities, there is a severe affordability crisis in terms of the cost to deliver housing. It’s very, very expensive to build housing here. A single detached home costs over a million dollars to build in a place like Fort Good Hope. We’re talking about a very modest three-bedroom house, smaller than what you’d typically build in the South. The million-dollar price tag on each house is a serious issue. Meanwhile, in a non-market community, the potential resale value is extremely low. So there’s a massive gap between the cost of construction and the value of the home once built—and that’s why you have no housing market. It means that private development is impossible. That’s why, until recently, only the federal and territorial governments have been building new homes in non-market communities. It’s so expensive to do, and as soon as the house is built, its value plummets.  The costs of living are also very high. According to the NWT Bureau of Statistics, the estimated living costs for an individual in Fort Good Hope are about 1.8 times what it costs to live in Edmonton. Then when it comes to housing specifically, there are further issues with operations and maintenance. The NWT is not tied into the North American hydro grid, and in most communities, electricity is produced by a diesel generator. This is extremely expensive. Everything needs to be shipped in, including fuel. So costs for heating fuel are high as well, as are the heating loads. Then, maintenance and repairs can be very difficult, and of course, very costly. If you need any specialized parts or specialized labour, you are flying those parts and those people in from down South. So to take on the costs of homeownership, on top of the costs of living—in a place where income opportunity is limited to begin with—this is extremely challenging. And from a statistical or systemic perspective, this is simply not in reach for most community members. In 2021, the NWT Housing Corporation underwent a strategic renewal and became Housing Northwest Territories. Their mandate went into a kind of flux. They started to pivot from being the primary landlord in the territory towards being a partner to other third-party housing providers, which might be Indigenous governments, community housing providers, nonprofits, municipalities. But those other organisations, in most cases, aren’t equipped or haven’t stepped forward to take on social housing. Even though the federal government is releasing capital funding for affordable housing again, northern communities can’t always capitalize on that, because the source of funding for operations remains in question. Housing in non-market communities essentially needs to be subsidized—not just in terms of construction, but also in terms of operations. But that operational funding is no longer available. I can’t stress enough how critical this issue is for the North. Fort Good Hope and “one thing thatworked” I’ll talk a bit about Fort Good Hope. I don’t want to be speaking on behalf of the community here, but I will share a bit about the realities on the ground, as a way of putting things into context.  Fort Good Hope, or Rádeyı̨lı̨kóé, is on the Mackenzie River, close to the Arctic Circle. There’s a winter road that’s open at best from January until March—the window is getting narrower because of climate change. There were also barges running each summer for material transportation, but those have been cancelled for the past two years because of droughts linked to climate change. Aside from that, it’s a fly-in community. It’s very remote. It has about 500-600 people. According to census data, less than half of those people live in what’s considered acceptable housing.  The biggest problem is housing adequacy. That’s CMHC’s term for housing in need of major repairs. This applies to about 36% of households in Fort Good Hope. In terms of ownership, almost 40% of the community’s housing stock is managed by Housing NWT. That’s a combination of public housing units and market housing units—which are for professionals like teachers and nurses. There’s also a pretty high percentage of owner-occupied units—about 46%.  The story told by the community is that when public housing arrived in the 1960s, the people were living in owner-built log homes. Federal agents arrived and they considered some of those homes to be inadequate or unacceptable, and they bulldozed those homes, then replaced some of them—but maybe not all—with public housing units. Then residents had no choice but to rent from the people who took their homes away. This was not a good way to start up a public housing system. The state of housing in Fort Good Hope Then there was an issue with the rental rates, which drastically increased over time. During a presentation to a government committee in the ’80s, a community member explained that they had initially accepted a place in public housing for a rental fee of a month in 1971. By 1984, the same community member was expected to pay a month. That might not sound like much in today’s terms, but it was roughly a 13,000% increase for that same tenant—and it’s not like they had any other housing options to choose from. So by that point, they’re stuck with paying whatever is asked.  On top of that, the housing units were poorly built and rapidly deteriorated. One description from that era said the walls were four inches thick, with windows oriented north, and water tanks that froze in the winter and fell through the floor. The single heating source was right next to the only door—residents were concerned about the fire hazard that obviously created. Ultimately the community said: “We don’t actually want any more public housing units. We want to go back to homeownership, which was what we had before.”  So Fort Good Hope was a leader in housing at that time and continues to be to this day. The community approached the territorial government and made a proposal: “Give us the block funding for home construction, we’ll administer it ourselves, we’ll help people build houses, and they can keep them.” That actually worked really well. That was the start of the Homeownership Assistance Programthat ran for about ten years, beginning in 1982. The program expanded across the whole territory after it was piloted in Fort Good Hope. The HAP is still spoken about and written about as the one thing that kind of worked.  Self-built log cabins remain from Fort Good Hope’s 1980s Homeownership Program. Funding was cost-shared between the federal and territorial governments. Through the program, material packages were purchased for clients who were deemed eligible. The client would then contribute their own sweat equity in the form of hauling logs and putting in time on site. They had two years to finish building the house. Then, as long as they lived in that home for five more years, the loan would be forgiven, and they would continue owning the house with no ongoing loan payments. In some cases, there were no mechanical systems provided as part of this package, but the residents would add to the house over the years. A lot of these units are still standing and still lived in today. Many of them are comparatively well-maintained in contrast with other types of housing—for example, public housing units. It’s also worth noting that the one-time cost of the materials package was—from the government’s perspective—only a fraction of the cost to build and maintain a public housing unit over its lifespan. At the time, it cost about to to build a HAP home, whereas the lifetime cost of a public housing unit is in the order of This program was considered very successful in many places, especially in Fort Good Hope. It created about 40% of their local housing stock at that time, which went from about 100 units to about 140. It’s a small community, so that’s quite significant.  What were the successful principles? The community-based decision-making power to allocate the funding. The sweat equity component, which brought homeownership within the range of being attainable for people—because there wasn’t cash needing to be transferred, when the cash wasn’t available. Local materials—they harvested the logs from the land, and the fact that residents could maintain the homes themselves. The Fort Good Hope Construction Centre. Rendering by Taylor Architecture Group The Fort Good Hope Construction Centre The HAP ended the same year that the federal government terminated new spending on social housing. By the late 1990s, the creation of new public housing stock or new homeownership units had gone down to negligible levels. But more recently, things started to change. The federal government started to release money to build affordable housing. Simultaneously, Indigenous governments are working towards Self-Government and settling their Land Claims. Federal funds have started to flow directly to Indigenous groups. Given these changes, the landscape of Northern housing has started to evolve. In 2016, Fort Good Hope created the K’asho Got’ine Housing Society, based on the precedent of the 1980s Fort Good Hope Housing Society. They said: “We did this before, maybe we can do it again.” The community incorporated a non-profit and came up with a five-year plan to meet housing need in their community. One thing the community did right away was start up a crew to deliver housing maintenance and repairs. This is being run by Ne’Rahten Developments Ltd., which is the business arm of Yamoga Land Corporation. Over the span of a few years, they built up a crew of skilled workers. Then Ne’Rahten started thinking, “Why can’t we do more? Why can’t we build our own housing?” They identified a need for a space where people could work year-round, and first get training, then employment, in a stable all-season environment. This was the initial vision for the Fort Good Hope Construction Centre, and this is where TAG got involved. We had some seed funding through the CMHC Housing Supply Challenge when we partnered with Fort Good Hope. We worked with the community for over a year to get the capital funding lined up for the project. This process required us to take on a different role than the one you typically would as an architect. It wasn’t just schematic-design-to-construction-administration. One thing we did pretty early on was a housing design workshop that was open to the whole community, to start understanding what type of housing people would really want to see. Another piece was a lot of outreach and advocacy to build up support for the project and partnerships—for example, with Housing Northwest Territories and Aurora College. We also reached out to our federal MP, the NWT Legislative Assembly and different MLAs, and we talked to a lot of different people about the link between employment and housing. The idea was that the Fort Good Hope Construction Centre would be a demonstration project. Ultimately, funding did come through for the project—from both CMHC and National Indigenous Housing Collaborative Inc. The facility itself will not be architecturally spectacular. It’s basically a big shed where you could build a modular house. But the idea is that the construction of those houses is combined with training, and it creates year-round indoor jobs. It intends to combat the short construction seasons, and the fact that people would otherwise be laid off between projects—which makes it very hard to progress with your training or your career. At the same time, the Construction Centre will build up a skilled labour force that otherwise wouldn’t exist—because when there’s no work, skilled people tend to leave the community. And, importantly, the idea is to keep capital funding in the community. So when there’s a new arena that needs to get built, when there’s a new school that needs to get built, you have a crew of people who are ready to take that on. Rather than flying in skilled labourers, you actually have the community doing it themselves. It’s working towards self-determination in housing too, because if those modular housing units are being built in the community, by community members, then eventually they’re taking over design decisions and decisions about maintenance—in a way that hasn’t really happened for decades. Transitional homeownership My research also looked at a transitional homeownership model that adapts some of the successful principles of the 1980s HAP. Right now, in non-market communities, there are serious gaps in the housing continuum—that is, the different types of housing options available to people. For the most part, you have public housing, and you have homelessness—mostly in the form of hidden homelessness, where people are sleeping on the couches of relatives. Then, in some cases, you have inherited homeownership—where people got homes through the HAP or some other government program. But for the most part, not a lot of people in non-market communities are actually moving into homeownership anymore. I asked the local housing manager in Fort Good Hope: “When’s the last time someone built a house in the community?” She said, “I can only think of one person. It was probably about 20 years ago, and that person actually went to the bank and got a mortgage. If people have a home, it’s usually inherited from their parents or from relatives.” And that situation is a bit of a problem in itself, because it means that people can’t move out of public housing. Public housing traps you in a lot of ways. For example, it punishes employment, because rent is geared to income. It’s been said many times that this model disincentivizes employment. I was in a workshop last year where an Indigenous person spoke up and said, “Actually, it’s not disincentivizing, it punishes employment. It takes things away from you.” Somebody at the territorial housing corporation in Yellowknife told me, “We have clients who are over the income threshold for public housing, but there’s nowhere else they can go.” Theoretically, they would go to the private housing market, they would go to market housing, or they would go to homeownership, but those options don’t exist or they aren’t within reach.  So the idea with the transitional homeownership model is to create an option that could allow the highest income earners in a non-market community to move towards homeownership. This could take some pressure off the public housing system. And it would almost be like a wealth distribution measure: people who are able to afford the cost of operating and maintaining a home then have that option, instead of remaining in government-subsidized housing. For those who cannot, the public housing system is still an option—and maybe a few more public housing units are freed up.  I’ve developed about 36 recommendations for a transitional homeownership model in northern non-market communities. The recommendations are meant to be actioned at various scales: at the scale of the individual household, the scale of the housing provider, and the scale of the whole community. The idea is that if you look at housing as part of a whole system, then there are certain moves that might make sense here—in a non-market context especially—that wouldn’t make sense elsewhere. So for example, we’re in a situation where a house doesn’t appreciate in value. It’s not a financial asset, it’s actually a financial liability, and it’s something that costs a lot to maintain over the years. Giving someone a house in a non-market community is actually giving them a burden, but some residents would be quite willing to take this on, just to have an option of getting out of public housing. It just takes a shift in mindset to start considering solutions for that kind of context. One particularly interesting feature of non-market communities is that they’re still functioning with a mixed economy: partially a subsistence-based or traditional economy, and partially a cash economy. I think that’s actually a strength that hasn’t been tapped into by territorial and federal policies. In the far North, in-kind and traditional economies are still very much a way of life. People subsidize their groceries with “country food,” which means food that was harvested from the land. And instead of paying for fuel tank refills in cash, many households in non-market communities are burning wood as their primary heat source. In communities south of the treeline, like Fort Good Hope, that wood is also harvested from the land. Despite there being no exchange of cash involved, these are critical economic activities—and they are also part of a sustainable, resilient economy grounded in local resources and traditional skills. This concept of the mixed economy could be tapped into as part of a housing model, by bringing back the idea of a ‘sweat equity’ contribution instead of a down payment—just like in the HAP. Contributing time and labour is still an economic exchange, but it bypasses the ‘cash’ part—the part that’s still hard to come by in a non-market community. Labour doesn’t have to be manual labour, either. There are all kinds of work that need to take place in a community: maybe taking training courses and working on projects at the Construction Centre, maybe helping out at the Band Office, or providing childcare services for other working parents—and so on. So it could be more inclusive than a model that focuses on manual labour. Another thing to highlight is a rent-to-own trial period. Not every client will be equipped to take on the burdens of homeownership. So you can give people a trial period. If it doesn’t work out and they can’t pay for operations and maintenance, they could continue renting without losing their home. Then it’s worth touching on some basic design principles for the homeownership units. In the North, the solutions that work are often the simplest—not the most technologically innovative. When you’re in a remote location, specialized replacement parts and specialized labour are both difficult to come by. And new technologies aren’t always designed for extreme climates—especially as we trend towards the digital. So rather than installing technologically complex, high-efficiency systems, it actually makes more sense to build something that people are comfortable with, familiar with, and willing to maintain. In a southern context, people suggest solutions like solar panels to manage energy loads. But in the North, the best thing you can do for energy is put a woodstove in the house. That’s something we’ve heard loud and clear in many communities. Even if people can’t afford to fill their fuel tank, they’re still able to keep chopping wood—or their neighbour is, or their brother, or their kid, and so on. It’s just a different way of looking at things and a way of bringing things back down to earth, back within reach of community members.  Regulatory barriers to housing access: Revisiting the National Building Code On that note, there’s one more project I’ll touch on briefly. TAG is working on a research study, funded by Housing, Infrastructure and Communities Canada, which looks at regulatory barriers to housing access in the North. The National Building Codehas evolved largely to serve the southern market context, where constraints and resources are both very different than they are up here. Technical solutions in the NBC are based on assumptions that, in some cases, simply don’t apply in northern communities. Here’s a very simple example: minimum distance to a fire hydrant. Most of our communities don’t have fire hydrants at all. We don’t have municipal services. The closest hydrant might be thousands of kilometres away. So what do we do instead? We just have different constraints to consider. That’s just one example but there are many more. We are looking closely at the NBC, and we are also working with a couple of different communities in different situations. The idea is to identify where there are conflicts between what’s regulated and what’s actually feasible, viable, and practical when it comes to on-the-ground realities. Then we’ll look at some alternative solutions for housing. The idea is to meet the intent of the NBC, but arrive at some technical solutions that are more practical to build, easier to maintain, and more appropriate for northern communities.  All of the projects I’ve just described are fairly recent, and very much still ongoing. We’ll see how it all plays out. I’m sure we’re going to run into a lot of new barriers and learn a lot more on the way, but it’s an incremental trial-and-error process. Even with the Construction Centre, we’re saying that this is a demonstration project, but how—or if—it rolls out in other communities would be totally community-dependent, and it could look very, very different from place to place.  In doing any research on Northern housing, one of the consistent findings is that there is no one-size-fits-all solution. Northern communities are not all the same. There are all kinds of different governance structures, different climates, ground conditions, transportation routes, different population sizes, different people, different cultures. Communities are Dene, Métis, Inuvialuit, as well as non-Indigenous, all with different ways of being. One-size-fits-all solutions don’t work—they never have. And the housing crisis is complex, and it’s difficult to unravel. So we’re trying to move forward with a few different approaches, maybe in a few different places, and we’re hoping that some communities, some organizations, or even some individual people, will see some positive impacts.  As appeared in the June 2025 issue of Canadian Architect magazine  The post Insites: Addressing the Northern housing crisis appeared first on Canadian Architect. #insites #addressing #northern #housing #crisis
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    Insites: Addressing the Northern housing crisis
    The housing crisis in Canada’s North, which has particularly affected the majority Indigenous population in northern communities, has been of ongoing concern to firms such as Taylor Architecture Group (TAG). Formerly known as Pin/Taylor, the firm was established in Yellowknife in 1983. TAG’s Principal, Simon Taylor, says that despite recent political gains for First Nations, “by and large, life is not improving up here.” Taylor and his colleagues have designed many different types of housing across the North. But the problems exceed the normal scope of architectural practice. TAG’s Manager of Research and Development, Kristel Derkowski, says, “We can design the units well, but it doesn’t solve many of the underlying problems.” To respond, she says, “we’ve backed up the process to look at the root causes more.” As a result, “the design challenges are informed by much broader systemic research.”  We spoke to Derkowski about her research, and the work that Taylor Architecture Group is doing to act on it. Here’s what she has to say. Inadequate housing from the start The Northwest Territories is about 51% Indigenous. Most non-Indigenous people are concentrated in the capital city of Yellowknife. Outside of Yellowknife, the territory is very much majority Indigenous.  The federal government got involved in delivering housing to the far North in 1959. There were problems with this program right from the beginning. One issue was that when the houses were first delivered, they were designed and fabricated down south, and they were completely inadequate for the climate. The houses from that initial program were called “Matchbox houses” because they were so small. These early stages of housing delivery helped establish the precedent that a lower standard of housing was acceptable for northern Indigenous residents compared to Euro-Canadian residents elsewhere. In many cases, that double-standard persists to this day. The houses were also inappropriately designed for northern cultures. It’s been said in the research that the way that these houses were delivered to northern settlements was a significant factor in people being divorced from their traditional lifestyles, their traditional hierarchies, the way that they understood home. It was imposing a Euro-Canadian model on Indigenous communities and their ways of life.  Part of what the federal government was trying to do was to impose a cash economy and stimulate a market. They were delivering houses and asking for rent. But there weren’t a lot of opportunities to earn cash. This housing was delivered around the sites of former fur trading posts—but the fur trade had collapsed by 1930. There weren’t a lot of jobs. There wasn’t a lot of wage-based employment. And yet, rental payments were being collected in cash, and the rental payments increased significantly over the span of a couple decades.  The imposition of a cash economy created problems culturally. It’s been said that public housing delivery, in combination with other social policies, served to introduce the concept of poverty in the far North, where it hadn’t existed before. These policies created a situation where Indigenous northerners couldn’t afford to be adequately housed, because housing demanded cash, and cash wasn’t always available. That’s a big theme that continues to persist today. Most of the territory’s communities remain “non-market”: there is no housing market. There are different kinds of economies in the North—and not all of them revolve wholly around cash. And yet government policies do. The governments’ ideas about housing do, too. So there’s a conflict there.  The federal exit from social housing After 1969, the federal government devolved housing to the territorial government. The Government of Northwest Territories created the Northwest Territories Housing Corporation. By 1974, the housing corporation took over all the stock of federal housing and started to administer it, in addition to building their own. The housing corporation was rapidly building new housing stock from 1975 up until the mid-1990s. But beginning in the early 1990s, the federal government terminated federal spending on new social housing across the whole country. A couple of years after that, they also decided to allow operational agreements with social housing providers to expire. It didn’t happen that quickly—and maybe not everybody noticed, because it wasn’t a drastic change where all operational funding disappeared immediately. But at that time, the federal government was in 25- to 50-year operational agreements with various housing providers across the country. After 1995, these long-term operating agreements were no longer being renewed—not just in the North, but everywhere in Canada.  With the housing corporation up here, that change started in 1996, and we have until 2038 before the federal contribution of operational funding reaches zero. As a result, beginning in 1996, the number of units owned by the NWT Housing Corporation plateaued. There was a little bump in housing stock after that—another 200 units or so in the early 2000s. But basically, the Northwest Territories was stuck for 25 years, from 1996 to 2021, with the same number of public housing units. In 1990, there was a report on housing in the NWT that was funded by the Canada Mortgage and Housing Corporation (CMHC). That report noted that housing was already in a crisis state. At that time, in 1990, researchers said it would take 30 more years to meet existing housing need, if housing production continued at the current rate. The other problem is that houses were so inadequately constructed to begin with, that they generally needed replacement after 15 years. So housing in the Northwest Territories already had serious problems in 1990. Then in 1996, the housing corporation stopped building more. So if you compare the total number of social housing units with the total need for subsidized housing in the territory, you can see a severely widening gap in recent decades. We’ve seen a serious escalation in housing need. The Northwest Territories has a very, very small tax base, and it’s extremely expensive to provide services here. Most of our funding for public services comes from the federal government. The NWT on its own does not have a lot of buying power. So ever since the federal government stopped providing operational funding for housing, the territorial government has been hard-pressed to replace that funding with its own internal resources. I should probably note that this wasn’t only a problem for the Northwest Territories. Across Canada, we have seen mass homelessness visibly emerge since the ’90s. This is related, at least in part, to the federal government’s decisions to terminate funding for social housing at that time. Today’s housing crisis Getting to present-day conditions in the NWT, we now have some “market” communities and some “non-market” communities. There are 33 communities total in the NWT, and at least 27 of these don’t have a housing market: there’s no private rental market and there’s no resale market. This relates back to the conflict I mentioned before: the cash economy did not entirely take root. In simple terms, there isn’t enough local employment or income opportunity for a housing market—in conventional terms—to work.  Yellowknife is an outlier in the territory. Economic opportunity is concentrated in the capital city. We also have five other “market” communities that are regional centres for the territorial government, where more employment and economic activity take place. Across the non-market communities, on average, the rate of unsuitable or inadequate housing is about five times what it is elsewhere in Canada. Rates of unemployment are about five times what they are in Yellowknife. On top of this, the communities with the highest concentration of Indigenous residents also have the highest rates of unsuitable or inadequate housing, and also have the lowest income opportunity. These statistics clearly show that the inequalities in the territory are highly racialized.  Given the situation in non-market communities, there is a severe affordability crisis in terms of the cost to deliver housing. It’s very, very expensive to build housing here. A single detached home costs over a million dollars to build in a place like Fort Good Hope (Rádeyı̨lı̨kóé). We’re talking about a very modest three-bedroom house, smaller than what you’d typically build in the South. The million-dollar price tag on each house is a serious issue. Meanwhile, in a non-market community, the potential resale value is extremely low. So there’s a massive gap between the cost of construction and the value of the home once built—and that’s why you have no housing market. It means that private development is impossible. That’s why, until recently, only the federal and territorial governments have been building new homes in non-market communities. It’s so expensive to do, and as soon as the house is built, its value plummets.  The costs of living are also very high. According to the NWT Bureau of Statistics, the estimated living costs for an individual in Fort Good Hope are about 1.8 times what it costs to live in Edmonton. Then when it comes to housing specifically, there are further issues with operations and maintenance. The NWT is not tied into the North American hydro grid, and in most communities, electricity is produced by a diesel generator. This is extremely expensive. Everything needs to be shipped in, including fuel. So costs for heating fuel are high as well, as are the heating loads. Then, maintenance and repairs can be very difficult, and of course, very costly. If you need any specialized parts or specialized labour, you are flying those parts and those people in from down South. So to take on the costs of homeownership, on top of the costs of living—in a place where income opportunity is limited to begin with—this is extremely challenging. And from a statistical or systemic perspective, this is simply not in reach for most community members. In 2021, the NWT Housing Corporation underwent a strategic renewal and became Housing Northwest Territories. Their mandate went into a kind of flux. They started to pivot from being the primary landlord in the territory towards being a partner to other third-party housing providers, which might be Indigenous governments, community housing providers, nonprofits, municipalities. But those other organisations, in most cases, aren’t equipped or haven’t stepped forward to take on social housing. Even though the federal government is releasing capital funding for affordable housing again, northern communities can’t always capitalize on that, because the source of funding for operations remains in question. Housing in non-market communities essentially needs to be subsidized—not just in terms of construction, but also in terms of operations. But that operational funding is no longer available. I can’t stress enough how critical this issue is for the North. Fort Good Hope and “one thing that (kind of) worked” I’ll talk a bit about Fort Good Hope. I don’t want to be speaking on behalf of the community here, but I will share a bit about the realities on the ground, as a way of putting things into context.  Fort Good Hope, or Rádeyı̨lı̨kóé, is on the Mackenzie River, close to the Arctic Circle. There’s a winter road that’s open at best from January until March—the window is getting narrower because of climate change. There were also barges running each summer for material transportation, but those have been cancelled for the past two years because of droughts linked to climate change. Aside from that, it’s a fly-in community. It’s very remote. It has about 500-600 people. According to census data, less than half of those people live in what’s considered acceptable housing.  The biggest problem is housing adequacy. That’s CMHC’s term for housing in need of major repairs. This applies to about 36% of households in Fort Good Hope. In terms of ownership, almost 40% of the community’s housing stock is managed by Housing NWT. That’s a combination of public housing units and market housing units—which are for professionals like teachers and nurses. There’s also a pretty high percentage of owner-occupied units—about 46%.  The story told by the community is that when public housing arrived in the 1960s, the people were living in owner-built log homes. Federal agents arrived and they considered some of those homes to be inadequate or unacceptable, and they bulldozed those homes, then replaced some of them—but maybe not all—with public housing units. Then residents had no choice but to rent from the people who took their homes away. This was not a good way to start up a public housing system. The state of housing in Fort Good Hope Then there was an issue with the rental rates, which drastically increased over time. During a presentation to a government committee in the ’80s, a community member explained that they had initially accepted a place in public housing for a rental fee of $2 a month in 1971. By 1984, the same community member was expected to pay $267 a month. That might not sound like much in today’s terms, but it was roughly a 13,000% increase for that same tenant—and it’s not like they had any other housing options to choose from. So by that point, they’re stuck with paying whatever is asked.  On top of that, the housing units were poorly built and rapidly deteriorated. One description from that era said the walls were four inches thick, with windows oriented north, and water tanks that froze in the winter and fell through the floor. The single heating source was right next to the only door—residents were concerned about the fire hazard that obviously created. Ultimately the community said: “We don’t actually want any more public housing units. We want to go back to homeownership, which was what we had before.”  So Fort Good Hope was a leader in housing at that time and continues to be to this day. The community approached the territorial government and made a proposal: “Give us the block funding for home construction, we’ll administer it ourselves, we’ll help people build houses, and they can keep them.” That actually worked really well. That was the start of the Homeownership Assistance Program (HAP) that ran for about ten years, beginning in 1982. The program expanded across the whole territory after it was piloted in Fort Good Hope. The HAP is still spoken about and written about as the one thing that kind of worked.  Self-built log cabins remain from Fort Good Hope’s 1980s Homeownership Program (HAP). Funding was cost-shared between the federal and territorial governments. Through the program, material packages were purchased for clients who were deemed eligible. The client would then contribute their own sweat equity in the form of hauling logs and putting in time on site. They had two years to finish building the house. Then, as long as they lived in that home for five more years, the loan would be forgiven, and they would continue owning the house with no ongoing loan payments. In some cases, there were no mechanical systems provided as part of this package, but the residents would add to the house over the years. A lot of these units are still standing and still lived in today. Many of them are comparatively well-maintained in contrast with other types of housing—for example, public housing units. It’s also worth noting that the one-time cost of the materials package was—from the government’s perspective—only a fraction of the cost to build and maintain a public housing unit over its lifespan. At the time, it cost about $50,000 to $80,000 to build a HAP home, whereas the lifetime cost of a public housing unit is in the order of $2,000,000. This program was considered very successful in many places, especially in Fort Good Hope. It created about 40% of their local housing stock at that time, which went from about 100 units to about 140. It’s a small community, so that’s quite significant.  What were the successful principles? The community-based decision-making power to allocate the funding. The sweat equity component, which brought homeownership within the range of being attainable for people—because there wasn’t cash needing to be transferred, when the cash wasn’t available. Local materials—they harvested the logs from the land, and the fact that residents could maintain the homes themselves. The Fort Good Hope Construction Centre. Rendering by Taylor Architecture Group The Fort Good Hope Construction Centre The HAP ended the same year that the federal government terminated new spending on social housing. By the late 1990s, the creation of new public housing stock or new homeownership units had gone down to negligible levels. But more recently, things started to change. The federal government started to release money to build affordable housing. Simultaneously, Indigenous governments are working towards Self-Government and settling their Land Claims. Federal funds have started to flow directly to Indigenous groups. Given these changes, the landscape of Northern housing has started to evolve. In 2016, Fort Good Hope created the K’asho Got’ine Housing Society, based on the precedent of the 1980s Fort Good Hope Housing Society. They said: “We did this before, maybe we can do it again.” The community incorporated a non-profit and came up with a five-year plan to meet housing need in their community. One thing the community did right away was start up a crew to deliver housing maintenance and repairs. This is being run by Ne’Rahten Developments Ltd., which is the business arm of Yamoga Land Corporation (the local Indigenous Government). Over the span of a few years, they built up a crew of skilled workers. Then Ne’Rahten started thinking, “Why can’t we do more? Why can’t we build our own housing?” They identified a need for a space where people could work year-round, and first get training, then employment, in a stable all-season environment. This was the initial vision for the Fort Good Hope Construction Centre, and this is where TAG got involved. We had some seed funding through the CMHC Housing Supply Challenge when we partnered with Fort Good Hope. We worked with the community for over a year to get the capital funding lined up for the project. This process required us to take on a different role than the one you typically would as an architect. It wasn’t just schematic-design-to-construction-administration. One thing we did pretty early on was a housing design workshop that was open to the whole community, to start understanding what type of housing people would really want to see. Another piece was a lot of outreach and advocacy to build up support for the project and partnerships—for example, with Housing Northwest Territories and Aurora College. We also reached out to our federal MP, the NWT Legislative Assembly and different MLAs, and we talked to a lot of different people about the link between employment and housing. The idea was that the Fort Good Hope Construction Centre would be a demonstration project. Ultimately, funding did come through for the project—from both CMHC and National Indigenous Housing Collaborative Inc. The facility itself will not be architecturally spectacular. It’s basically a big shed where you could build a modular house. But the idea is that the construction of those houses is combined with training, and it creates year-round indoor jobs. It intends to combat the short construction seasons, and the fact that people would otherwise be laid off between projects—which makes it very hard to progress with your training or your career. At the same time, the Construction Centre will build up a skilled labour force that otherwise wouldn’t exist—because when there’s no work, skilled people tend to leave the community. And, importantly, the idea is to keep capital funding in the community. So when there’s a new arena that needs to get built, when there’s a new school that needs to get built, you have a crew of people who are ready to take that on. Rather than flying in skilled labourers, you actually have the community doing it themselves. It’s working towards self-determination in housing too, because if those modular housing units are being built in the community, by community members, then eventually they’re taking over design decisions and decisions about maintenance—in a way that hasn’t really happened for decades. Transitional homeownership My research also looked at a transitional homeownership model that adapts some of the successful principles of the 1980s HAP. Right now, in non-market communities, there are serious gaps in the housing continuum—that is, the different types of housing options available to people. For the most part, you have public housing, and you have homelessness—mostly in the form of hidden homelessness, where people are sleeping on the couches of relatives. Then, in some cases, you have inherited homeownership—where people got homes through the HAP or some other government program. But for the most part, not a lot of people in non-market communities are actually moving into homeownership anymore. I asked the local housing manager in Fort Good Hope: “When’s the last time someone built a house in the community?” She said, “I can only think of one person. It was probably about 20 years ago, and that person actually went to the bank and got a mortgage. If people have a home, it’s usually inherited from their parents or from relatives.” And that situation is a bit of a problem in itself, because it means that people can’t move out of public housing. Public housing traps you in a lot of ways. For example, it punishes employment, because rent is geared to income. It’s been said many times that this model disincentivizes employment. I was in a workshop last year where an Indigenous person spoke up and said, “Actually, it’s not disincentivizing, it punishes employment. It takes things away from you.” Somebody at the territorial housing corporation in Yellowknife told me, “We have clients who are over the income threshold for public housing, but there’s nowhere else they can go.” Theoretically, they would go to the private housing market, they would go to market housing, or they would go to homeownership, but those options don’t exist or they aren’t within reach.  So the idea with the transitional homeownership model is to create an option that could allow the highest income earners in a non-market community to move towards homeownership. This could take some pressure off the public housing system. And it would almost be like a wealth distribution measure: people who are able to afford the cost of operating and maintaining a home then have that option, instead of remaining in government-subsidized housing. For those who cannot, the public housing system is still an option—and maybe a few more public housing units are freed up.  I’ve developed about 36 recommendations for a transitional homeownership model in northern non-market communities. The recommendations are meant to be actioned at various scales: at the scale of the individual household, the scale of the housing provider, and the scale of the whole community. The idea is that if you look at housing as part of a whole system, then there are certain moves that might make sense here—in a non-market context especially—that wouldn’t make sense elsewhere. So for example, we’re in a situation where a house doesn’t appreciate in value. It’s not a financial asset, it’s actually a financial liability, and it’s something that costs a lot to maintain over the years. Giving someone a house in a non-market community is actually giving them a burden, but some residents would be quite willing to take this on, just to have an option of getting out of public housing. It just takes a shift in mindset to start considering solutions for that kind of context. One particularly interesting feature of non-market communities is that they’re still functioning with a mixed economy: partially a subsistence-based or traditional economy, and partially a cash economy. I think that’s actually a strength that hasn’t been tapped into by territorial and federal policies. In the far North, in-kind and traditional economies are still very much a way of life. People subsidize their groceries with “country food,” which means food that was harvested from the land. And instead of paying for fuel tank refills in cash, many households in non-market communities are burning wood as their primary heat source. In communities south of the treeline, like Fort Good Hope, that wood is also harvested from the land. Despite there being no exchange of cash involved, these are critical economic activities—and they are also part of a sustainable, resilient economy grounded in local resources and traditional skills. This concept of the mixed economy could be tapped into as part of a housing model, by bringing back the idea of a ‘sweat equity’ contribution instead of a down payment—just like in the HAP. Contributing time and labour is still an economic exchange, but it bypasses the ‘cash’ part—the part that’s still hard to come by in a non-market community. Labour doesn’t have to be manual labour, either. There are all kinds of work that need to take place in a community: maybe taking training courses and working on projects at the Construction Centre, maybe helping out at the Band Office, or providing childcare services for other working parents—and so on. So it could be more inclusive than a model that focuses on manual labour. Another thing to highlight is a rent-to-own trial period. Not every client will be equipped to take on the burdens of homeownership. So you can give people a trial period. If it doesn’t work out and they can’t pay for operations and maintenance, they could continue renting without losing their home. Then it’s worth touching on some basic design principles for the homeownership units. In the North, the solutions that work are often the simplest—not the most technologically innovative. When you’re in a remote location, specialized replacement parts and specialized labour are both difficult to come by. And new technologies aren’t always designed for extreme climates—especially as we trend towards the digital. So rather than installing technologically complex, high-efficiency systems, it actually makes more sense to build something that people are comfortable with, familiar with, and willing to maintain. In a southern context, people suggest solutions like solar panels to manage energy loads. But in the North, the best thing you can do for energy is put a woodstove in the house. That’s something we’ve heard loud and clear in many communities. Even if people can’t afford to fill their fuel tank, they’re still able to keep chopping wood—or their neighbour is, or their brother, or their kid, and so on. It’s just a different way of looking at things and a way of bringing things back down to earth, back within reach of community members.  Regulatory barriers to housing access: Revisiting the National Building Code On that note, there’s one more project I’ll touch on briefly. TAG is working on a research study, funded by Housing, Infrastructure and Communities Canada, which looks at regulatory barriers to housing access in the North. The National Building Code (NBC) has evolved largely to serve the southern market context, where constraints and resources are both very different than they are up here. Technical solutions in the NBC are based on assumptions that, in some cases, simply don’t apply in northern communities. Here’s a very simple example: minimum distance to a fire hydrant. Most of our communities don’t have fire hydrants at all. We don’t have municipal services. The closest hydrant might be thousands of kilometres away. So what do we do instead? We just have different constraints to consider. That’s just one example but there are many more. We are looking closely at the NBC, and we are also working with a couple of different communities in different situations. The idea is to identify where there are conflicts between what’s regulated and what’s actually feasible, viable, and practical when it comes to on-the-ground realities. Then we’ll look at some alternative solutions for housing. The idea is to meet the intent of the NBC, but arrive at some technical solutions that are more practical to build, easier to maintain, and more appropriate for northern communities.  All of the projects I’ve just described are fairly recent, and very much still ongoing. We’ll see how it all plays out. I’m sure we’re going to run into a lot of new barriers and learn a lot more on the way, but it’s an incremental trial-and-error process. Even with the Construction Centre, we’re saying that this is a demonstration project, but how—or if—it rolls out in other communities would be totally community-dependent, and it could look very, very different from place to place.  In doing any research on Northern housing, one of the consistent findings is that there is no one-size-fits-all solution. Northern communities are not all the same. There are all kinds of different governance structures, different climates, ground conditions, transportation routes, different population sizes, different people, different cultures. Communities are Dene, Métis, Inuvialuit, as well as non-Indigenous, all with different ways of being. One-size-fits-all solutions don’t work—they never have. And the housing crisis is complex, and it’s difficult to unravel. So we’re trying to move forward with a few different approaches, maybe in a few different places, and we’re hoping that some communities, some organizations, or even some individual people, will see some positive impacts.  As appeared in the June 2025 issue of Canadian Architect magazine  The post Insites: Addressing the Northern housing crisis appeared first on Canadian Architect.
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