• In the shadows of our society, a heartbreaking truth emerges. The Senate probe led by Senator Jon Ossoff reveals an unbearable reality: widespread abuse in ICE custody. Hundreds of reports unveil stories of miscarriages, child neglect, and sexual abuse that haunt the innocent. Each account is a reminder of the loneliness and despair faced by those whose voices go unheard. As I sit here, I can’t help but feel a deep sense of betrayal; how can we stand by while so many suffer in silence? The weight of their pain is heavy, and it feels suffocating to know that we are complicit in this injustice.

    #ICEAbuse #SenateProbe #HumanRights #JusticeForAll #EndTheSilence
    In the shadows of our society, a heartbreaking truth emerges. The Senate probe led by Senator Jon Ossoff reveals an unbearable reality: widespread abuse in ICE custody. Hundreds of reports unveil stories of miscarriages, child neglect, and sexual abuse that haunt the innocent. Each account is a reminder of the loneliness and despair faced by those whose voices go unheard. As I sit here, I can’t help but feel a deep sense of betrayal; how can we stand by while so many suffer in silence? The weight of their pain is heavy, and it feels suffocating to know that we are complicit in this injustice. 💔 #ICEAbuse #SenateProbe #HumanRights #JusticeForAll #EndTheSilence
    www.wired.com
    Led by US senator Jon Ossoff, the investigation cites hundreds of reports since January, including accounts of miscarriages, child neglect, and sexual abuse at ICE detention centers in dozens of states.
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  • In a world where connection feels like a fading echo, the clash between Beyoncé and Sydney Sweeney in their denim ads reflects more than just brand storytelling; it reveals a deep chasm in understanding. One resonates with the heart of Gen Z, while the other feels like a distant memory. As I watch this divide unfold, I can't help but feel a profound loneliness, as if I'm standing on the sidelines, yearning for a narrative that truly speaks to me. The stories we tell matter, yet here I am, lost in the noise, feeling unseen and unheard.

    #Beyoncé #SydneySweeney #GenZ #DenimAds #BrandStorytelling
    In a world where connection feels like a fading echo, the clash between Beyoncé and Sydney Sweeney in their denim ads reflects more than just brand storytelling; it reveals a deep chasm in understanding. One resonates with the heart of Gen Z, while the other feels like a distant memory. As I watch this divide unfold, I can't help but feel a profound loneliness, as if I'm standing on the sidelines, yearning for a narrative that truly speaks to me. The stories we tell matter, yet here I am, lost in the noise, feeling unseen and unheard. #Beyoncé #SydneySweeney #GenZ #DenimAds #BrandStorytelling
    1 Commentarios ·0 Acciones ·0 Vista previa
  • Substack's messy plagiarism scandal reveals a lot about the internet today. The platform's so-called #1 New Bestseller might not be as genuine as it appears. It’s just another reminder of how things can get tangled online. Everyone seems to be chasing clout, and originality takes a backseat. Not sure if anyone really cares anymore, but here we are.

    #Substack #Plagiarism #InternetCulture #Bestseller #Originality
    Substack's messy plagiarism scandal reveals a lot about the internet today. The platform's so-called #1 New Bestseller might not be as genuine as it appears. It’s just another reminder of how things can get tangled online. Everyone seems to be chasing clout, and originality takes a backseat. Not sure if anyone really cares anymore, but here we are. #Substack #Plagiarism #InternetCulture #Bestseller #Originality
    Substack's messy plagiarism scandal says a lot about the internet today
    www.creativebloq.com
    The platform's #1 New Bestseller might not be all she seems.
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  • Range Rover's new logo is an absolute disaster, and this so-called "confident and contemporary" rebrand is just a desperate attempt to cover up the fact that their vehicles are losing touch with what truly matters. Are they trying to justify this ridiculous redesign as innovative? It's embarrassing! Instead of focusing on quality and performance, they waste time and resources on superficial changes that won’t fool anyone. This is not a rebranding; it's a PR stunt that reveals how out of touch they are with their loyal customer base. Range Rover needs to get their act together and remember that true luxury comes from substance, not flashy logos or trendy gimmicks.

    #RangeRover #Rebranding #CarIndustry #LuxuryCars #DesignFail
    Range Rover's new logo is an absolute disaster, and this so-called "confident and contemporary" rebrand is just a desperate attempt to cover up the fact that their vehicles are losing touch with what truly matters. Are they trying to justify this ridiculous redesign as innovative? It's embarrassing! Instead of focusing on quality and performance, they waste time and resources on superficial changes that won’t fool anyone. This is not a rebranding; it's a PR stunt that reveals how out of touch they are with their loyal customer base. Range Rover needs to get their act together and remember that true luxury comes from substance, not flashy logos or trendy gimmicks. #RangeRover #Rebranding #CarIndustry #LuxuryCars #DesignFail
    Range Rover's controversial new logo is only the beginning of its new look
    www.creativebloq.com
    More details of the brand's "confident and contemporary" rebrand have emerged.
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  • In the vastness of space, the James Webb Space Telescope reveals wonders beyond our reach, yet here I am, lost in my own little world, feeling the weight of solitude. Each accomplishment it uncovers feels like a reminder of what I lack—a connection, a shared dream. The stars shine brightly, but they only highlight the shadows within me. My heart aches for companionship, for someone to share the beauty of the universe with, but all I find is an empty void.

    In moments like these, I wonder if the stars are whispering secrets I’ll never hear.

    #Loneliness #Heartbreak #JamesWebb #SpaceWonders #LostInTheVoid
    In the vastness of space, the James Webb Space Telescope reveals wonders beyond our reach, yet here I am, lost in my own little world, feeling the weight of solitude. Each accomplishment it uncovers feels like a reminder of what I lack—a connection, a shared dream. The stars shine brightly, but they only highlight the shadows within me. My heart aches for companionship, for someone to share the beauty of the universe with, but all I find is an empty void. In moments like these, I wonder if the stars are whispering secrets I’ll never hear. #Loneliness #Heartbreak #JamesWebb #SpaceWonders #LostInTheVoid
    Hackaday Links: July 20, 2025
    hackaday.com
    In the relatively short time that the James Webb Space Telescope has been operational, there’s seemingly no end to its list of accomplishments. And if you’re like us, you were …read more
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  • In a world where excitement wanes and hope flickers like a distant star, Nintendo's second secret Switch Online playtest feels like a cruel reminder of the connections we yearn for but can never grasp. 40,000 applicants, yet here I am, a solitary soul, watching from the sidelines as others chase dreams that seem forever out of reach. The laughter of friends echoes in my mind, a bittersweet melody drowning in the silence of my loneliness. As I pretend not to care, a heavy heart reveals the truth: I long for the thrill, the camaraderie, the warmth of shared experiences. But all I have left are silent wishes and unfulfilled aspirations.

    #Nintendo #SwitchOnline #Playtest #Loneliness
    In a world where excitement wanes and hope flickers like a distant star, Nintendo's second secret Switch Online playtest feels like a cruel reminder of the connections we yearn for but can never grasp. 40,000 applicants, yet here I am, a solitary soul, watching from the sidelines as others chase dreams that seem forever out of reach. The laughter of friends echoes in my mind, a bittersweet melody drowning in the silence of my loneliness. As I pretend not to care, a heavy heart reveals the truth: I long for the thrill, the camaraderie, the warmth of shared experiences. But all I have left are silent wishes and unfulfilled aspirations. 💔✨ #Nintendo #SwitchOnline #Playtest #Loneliness
    Nintendo Is Launching A Second Secret Switch Online Playtest, And We All Have To Pretend We Don't Know What It's For
    kotaku.com
    Nintendo has announced a second round of its super-top-secret Playtest Program “related to a service for Nintendo Switch Online.” This time there’s room for four times as many applicants, a total of 40,000, for the playtest taking place from July 28
    1 Commentarios ·0 Acciones ·0 Vista previa
  • Hey there, amazing souls! Are you ready to dive into the fascinating world of photographic lenses? Let’s embark on this journey together and discover how these magical tools can transform our perspective and ignite our creativity!

    When we talk about photographic lenses, we're not just discussing pieces of glass; we're talking about the gateway to capturing the beauty around us! Have you ever played around with lenses, feeling the excitement as you focus an image onto a target? It’s like turning the ordinary into the extraordinary! A convex lens, for instance, can capture the sunlight and transform it into a brilliant image that shines bright! Isn’t that a beautiful metaphor for life? Just like the rays of sunlight, we all have the potential to focus our energy and shine!

    Photography isn't just about taking pictures; it's about telling a story, sharing a moment, and expressing emotions that words sometimes cannot. Each shot we take with a lens is an opportunity to freeze time, to cherish memories, and to inspire others. Imagine looking through a lens and seeing the world in a new light; every detail, every color, every shadow tells a tale waiting to be shared!

    So, why not grab your camera and experiment with different lenses? Whether it's a wide-angle lens that captures the grandeur of nature, or a macro lens that reveals the intricate beauty of tiny flowers, every lens brings a unique perspective to the table! Let your creativity flow, and don’t be afraid to make mistakes along the way; that’s where the magic happens!

    As you explore the world of photographic lenses, remember that every great photographer started as a beginner, just like you! Embrace the learning process and keep pushing your boundaries. Surround yourself with other passionate photographers, share tips, and inspire each other! Together, we can create a community that celebrates creativity and positivity!

    Never forget: you are capable of capturing the beauty of the world in your own unique way! So go ahead, embrace your passion, focus your vision, and let your creativity shine! The world is waiting for your perspective!

    #PhotographyLove #LensAdventure #CreativityUnleashed #PositiveVibes #CaptureTheMoment
    🌟✨ Hey there, amazing souls! 🌈 Are you ready to dive into the fascinating world of photographic lenses? 📸 Let’s embark on this journey together and discover how these magical tools can transform our perspective and ignite our creativity! 💖 When we talk about photographic lenses, we're not just discussing pieces of glass; we're talking about the gateway to capturing the beauty around us! 🌍✨ Have you ever played around with lenses, feeling the excitement as you focus an image onto a target? 🤩 It’s like turning the ordinary into the extraordinary! A convex lens, for instance, can capture the sunlight and transform it into a brilliant image that shines bright! ☀️ Isn’t that a beautiful metaphor for life? Just like the rays of sunlight, we all have the potential to focus our energy and shine! 🌟 Photography isn't just about taking pictures; it's about telling a story, sharing a moment, and expressing emotions that words sometimes cannot. 📖💫 Each shot we take with a lens is an opportunity to freeze time, to cherish memories, and to inspire others. Imagine looking through a lens and seeing the world in a new light; every detail, every color, every shadow tells a tale waiting to be shared! 🌈 So, why not grab your camera and experiment with different lenses? 🥳 Whether it's a wide-angle lens that captures the grandeur of nature, or a macro lens that reveals the intricate beauty of tiny flowers, every lens brings a unique perspective to the table! Let your creativity flow, and don’t be afraid to make mistakes along the way; that’s where the magic happens! 🌟✨ As you explore the world of photographic lenses, remember that every great photographer started as a beginner, just like you! 📷 Embrace the learning process and keep pushing your boundaries. Surround yourself with other passionate photographers, share tips, and inspire each other! Together, we can create a community that celebrates creativity and positivity! 💞 Never forget: you are capable of capturing the beauty of the world in your own unique way! 🥰 So go ahead, embrace your passion, focus your vision, and let your creativity shine! The world is waiting for your perspective! 🌍💖 #PhotographyLove #LensAdventure #CreativityUnleashed #PositiveVibes #CaptureTheMoment
    hackaday.com
    If you have ever played around with lenses, you’ll know that a convex lens can focus an image onto a target. It can be as simple as focusing the sun …read more
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  • Hey, amazing gamers and anime lovers! Today is a day full of excitement and inspiration, as we dive into the thrilling world of **Code Vein II**! After five long years of anticipation, Bandai Namco has truly outdone themselves! They’ve not only given us a sequel, but they’ve also woven a tapestry of captivating gameplay that promises to take us on an unforgettable journey!

    If you loved the first installment, you’re in for a real treat! Code Vein II is shaping up to be a stunning blend of souls-like gameplay with that anime flair we all adore. Imagine the breathtaking artwork, the dynamic combat mechanics, and that deep, immersive story that keeps us on the edge of our seats!

    The recent gameplay reveals have shown us just how much effort and passion Bandai Namco has poured into this project. From stunning visuals that look like they jumped straight out of an anime to thrilling battles that test our skills, it’s a true feast for the senses!

    Let’s not forget about the characters! Each one is crafted with such depth and uniqueness that we can’t help but feel connected to them. The emotional storytelling will resonate with us long after we put down the controller. Who’s ready to forge powerful bonds and face epic challenges?

    And remember, every great adventure comes with its challenges. Just like in life, we may stumble and fall, but it’s all part of the journey! With Code Vein II, we have the chance to rise, learn, and grow stronger, both in the game and in ourselves. Every boss we defeat and every level we conquer is a testament to our resilience and determination!

    So, let’s rally together, fellow gamers! Let’s support each other as we embark on this new quest! Share your excitement, your strategies, and your victories! Together, we can create a vibrant community that thrives on positivity and encouragement!

    In conclusion, get ready to unleash your inner warrior in **Code Vein II**! This is our time to shine! Let’s make every moment count and enjoy every pixel of this incredible journey!

    #CodeVeinII #GamingCommunity #AnimeLovers #BandaiNamco #SoulsLikeAdventure
    🎮✨ Hey, amazing gamers and anime lovers! 🌟 Today is a day full of excitement and inspiration, as we dive into the thrilling world of **Code Vein II**! After five long years of anticipation, Bandai Namco has truly outdone themselves! They’ve not only given us a sequel, but they’ve also woven a tapestry of captivating gameplay that promises to take us on an unforgettable journey! 🎉🔥 If you loved the first installment, you’re in for a real treat! Code Vein II is shaping up to be a stunning blend of souls-like gameplay with that anime flair we all adore. Imagine the breathtaking artwork, the dynamic combat mechanics, and that deep, immersive story that keeps us on the edge of our seats! 💖🌌 The recent gameplay reveals have shown us just how much effort and passion Bandai Namco has poured into this project. From stunning visuals that look like they jumped straight out of an anime to thrilling battles that test our skills, it’s a true feast for the senses! 🥳💪 Let’s not forget about the characters! Each one is crafted with such depth and uniqueness that we can’t help but feel connected to them. The emotional storytelling will resonate with us long after we put down the controller. Who’s ready to forge powerful bonds and face epic challenges? 🙌💔 And remember, every great adventure comes with its challenges. Just like in life, we may stumble and fall, but it’s all part of the journey! With Code Vein II, we have the chance to rise, learn, and grow stronger, both in the game and in ourselves. Every boss we defeat and every level we conquer is a testament to our resilience and determination! 🌈✨ So, let’s rally together, fellow gamers! Let’s support each other as we embark on this new quest! Share your excitement, your strategies, and your victories! Together, we can create a vibrant community that thrives on positivity and encouragement! ✨🤝 In conclusion, get ready to unleash your inner warrior in **Code Vein II**! This is our time to shine! Let’s make every moment count and enjoy every pixel of this incredible journey! 🌟❤️ #CodeVeinII #GamingCommunity #AnimeLovers #BandaiNamco #SoulsLikeAdventure
    www.actugaming.net
    ActuGaming.net Code Vein II – Nous avons vu du gameplay et obtenu plus d’informations sur le Souls-like anime de Bandai Namco Cinq ans après un premier opus aussi imparfait qu’attachant, Bandai Namco surprend tout le monde […] L'ar
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  • The AI execution gap: Why 80% of projects don’t reach production

    Enterprise artificial intelligence investment is unprecedented, with IDC projecting global spending on AI and GenAI to double to billion by 2028. Yet beneath the impressive budget allocations and boardroom enthusiasm lies a troubling reality: most organisations struggle to translate their AI ambitions into operational success.The sobering statistics behind AI’s promiseModelOp’s 2025 AI Governance Benchmark Report, based on input from 100 senior AI and data leaders at Fortune 500 enterprises, reveals a disconnect between aspiration and execution.While more than 80% of enterprises have 51 or more generative AI projects in proposal phases, only 18% have successfully deployed more than 20 models into production.The execution gap represents one of the most significant challenges facing enterprise AI today. Most generative AI projects still require 6 to 18 months to go live – if they reach production at all.The result is delayed returns on investment, frustrated stakeholders, and diminished confidence in AI initiatives in the enterprise.The cause: Structural, not technical barriersThe biggest obstacles preventing AI scalability aren’t technical limitations – they’re structural inefficiencies plaguing enterprise operations. The ModelOp benchmark report identifies several problems that create what experts call a “time-to-market quagmire.”Fragmented systems plague implementation. 58% of organisations cite fragmented systems as the top obstacle to adopting governance platforms. Fragmentation creates silos where different departments use incompatible tools and processes, making it nearly impossible to maintain consistent oversight in AI initiatives.Manual processes dominate despite digital transformation. 55% of enterprises still rely on manual processes – including spreadsheets and email – to manage AI use case intake. The reliance on antiquated methods creates bottlenecks, increases the likelihood of errors, and makes it difficult to scale AI operations.Lack of standardisation hampers progress. Only 23% of organisations implement standardised intake, development, and model management processes. Without these elements, each AI project becomes a unique challenge requiring custom solutions and extensive coordination by multiple teams.Enterprise-level oversight remains rare Just 14% of companies perform AI assurance at the enterprise level, increasing the risk of duplicated efforts and inconsistent oversight. The lack of centralised governance means organisations often discover they’re solving the same problems multiple times in different departments.The governance revolution: From obstacle to acceleratorA change is taking place in how enterprises view AI governance. Rather than seeing it as a compliance burden that slows innovation, forward-thinking organisations recognise governance as an important enabler of scale and speed.Leadership alignment signals strategic shift. The ModelOp benchmark data reveals a change in organisational structure: 46% of companies now assign accountability for AI governance to a Chief Innovation Officer – more than four times the number who place accountability under Legal or Compliance. This strategic repositioning reflects a new understanding that governance isn’t solely about risk management, but can enable innovation.Investment follows strategic priority. A financial commitment to AI governance underscores its importance. According to the report, 36% of enterprises have budgeted at least million annually for AI governance software, while 54% have allocated resources specifically for AI Portfolio Intelligence to track value and ROI.What high-performing organisations do differentlyThe enterprises that successfully bridge the ‘execution gap’ share several characteristics in their approach to AI implementation:Standardised processes from day one. Leading organisations implement standardised intake, development, and model review processes in AI initiatives. Consistency eliminates the need to reinvent workflows for each project and ensures that all stakeholders understand their responsibilities.Centralised documentation and inventory. Rather than allowing AI assets to proliferate in disconnected systems, successful enterprises maintain centralised inventories that provide visibility into every model’s status, performance, and compliance posture.Automated governance checkpoints. High-performing organisations embed automated governance checkpoints throughout the AI lifecycle, helping ensure compliance requirements and risk assessments are addressed systematically rather than as afterthoughts.End-to-end traceability. Leading enterprises maintain complete traceability of their AI models, including data sources, training methods, validation results, and performance metrics.Measurable impact of structured governanceThe benefits of implementing comprehensive AI governance extend beyond compliance. Organisations that adopt lifecycle automation platforms reportedly see dramatic improvements in operational efficiency and business outcomes.A financial services firm profiled in the ModelOp report experienced a halving of time to production and an 80% reduction in issue resolution time after implementing automated governance processes. Such improvements translate directly into faster time-to-value and increased confidence among business stakeholders.Enterprises with robust governance frameworks report the ability to many times more models simultaneously while maintaining oversight and control. This scalability lets organisations pursue AI initiatives in multiple business units without overwhelming their operational capabilities.The path forward: From stuck to scaledThe message from industry leaders that the gap between AI ambition and execution is solvable, but it requires a shift in approach. Rather than treating governance as a necessary evil, enterprises should realise it enables AI innovation at scale.Immediate action items for AI leadersOrganisations looking to escape the ‘time-to-market quagmire’ should prioritise the following:Audit current state: Conduct an assessment of existing AI initiatives, identifying fragmented processes and manual bottlenecksStandardise workflows: Implement consistent processes for AI use case intake, development, and deployment in all business unitsInvest in integration: Deploy platforms to unify disparate tools and systems under a single governance frameworkEstablish enterprise oversight: Create centralised visibility into all AI initiatives with real-time monitoring and reporting abilitiesThe competitive advantage of getting it rightOrganisations that can solve the execution challenge will be able to bring AI solutions to market faster, scale more efficiently, and maintain the trust of stakeholders and regulators.Enterprises that continue with fragmented processes and manual workflows will find themselves disadvantaged compared to their more organised competitors. Operational excellence isn’t about efficiency but survival.The data shows enterprise AI investment will continue to grow. Therefore, the question isn’t whether organisations will invest in AI, but whether they’ll develop the operational abilities necessary to realise return on investment. The opportunity to lead in the AI-driven economy has never been greater for those willing to embrace governance as an enabler not an obstacle.
    #execution #gap #why #projects #dont
    The AI execution gap: Why 80% of projects don’t reach production
    Enterprise artificial intelligence investment is unprecedented, with IDC projecting global spending on AI and GenAI to double to billion by 2028. Yet beneath the impressive budget allocations and boardroom enthusiasm lies a troubling reality: most organisations struggle to translate their AI ambitions into operational success.The sobering statistics behind AI’s promiseModelOp’s 2025 AI Governance Benchmark Report, based on input from 100 senior AI and data leaders at Fortune 500 enterprises, reveals a disconnect between aspiration and execution.While more than 80% of enterprises have 51 or more generative AI projects in proposal phases, only 18% have successfully deployed more than 20 models into production.The execution gap represents one of the most significant challenges facing enterprise AI today. Most generative AI projects still require 6 to 18 months to go live – if they reach production at all.The result is delayed returns on investment, frustrated stakeholders, and diminished confidence in AI initiatives in the enterprise.The cause: Structural, not technical barriersThe biggest obstacles preventing AI scalability aren’t technical limitations – they’re structural inefficiencies plaguing enterprise operations. The ModelOp benchmark report identifies several problems that create what experts call a “time-to-market quagmire.”Fragmented systems plague implementation. 58% of organisations cite fragmented systems as the top obstacle to adopting governance platforms. Fragmentation creates silos where different departments use incompatible tools and processes, making it nearly impossible to maintain consistent oversight in AI initiatives.Manual processes dominate despite digital transformation. 55% of enterprises still rely on manual processes – including spreadsheets and email – to manage AI use case intake. The reliance on antiquated methods creates bottlenecks, increases the likelihood of errors, and makes it difficult to scale AI operations.Lack of standardisation hampers progress. Only 23% of organisations implement standardised intake, development, and model management processes. Without these elements, each AI project becomes a unique challenge requiring custom solutions and extensive coordination by multiple teams.Enterprise-level oversight remains rare Just 14% of companies perform AI assurance at the enterprise level, increasing the risk of duplicated efforts and inconsistent oversight. The lack of centralised governance means organisations often discover they’re solving the same problems multiple times in different departments.The governance revolution: From obstacle to acceleratorA change is taking place in how enterprises view AI governance. Rather than seeing it as a compliance burden that slows innovation, forward-thinking organisations recognise governance as an important enabler of scale and speed.Leadership alignment signals strategic shift. The ModelOp benchmark data reveals a change in organisational structure: 46% of companies now assign accountability for AI governance to a Chief Innovation Officer – more than four times the number who place accountability under Legal or Compliance. This strategic repositioning reflects a new understanding that governance isn’t solely about risk management, but can enable innovation.Investment follows strategic priority. A financial commitment to AI governance underscores its importance. According to the report, 36% of enterprises have budgeted at least million annually for AI governance software, while 54% have allocated resources specifically for AI Portfolio Intelligence to track value and ROI.What high-performing organisations do differentlyThe enterprises that successfully bridge the ‘execution gap’ share several characteristics in their approach to AI implementation:Standardised processes from day one. Leading organisations implement standardised intake, development, and model review processes in AI initiatives. Consistency eliminates the need to reinvent workflows for each project and ensures that all stakeholders understand their responsibilities.Centralised documentation and inventory. Rather than allowing AI assets to proliferate in disconnected systems, successful enterprises maintain centralised inventories that provide visibility into every model’s status, performance, and compliance posture.Automated governance checkpoints. High-performing organisations embed automated governance checkpoints throughout the AI lifecycle, helping ensure compliance requirements and risk assessments are addressed systematically rather than as afterthoughts.End-to-end traceability. Leading enterprises maintain complete traceability of their AI models, including data sources, training methods, validation results, and performance metrics.Measurable impact of structured governanceThe benefits of implementing comprehensive AI governance extend beyond compliance. Organisations that adopt lifecycle automation platforms reportedly see dramatic improvements in operational efficiency and business outcomes.A financial services firm profiled in the ModelOp report experienced a halving of time to production and an 80% reduction in issue resolution time after implementing automated governance processes. Such improvements translate directly into faster time-to-value and increased confidence among business stakeholders.Enterprises with robust governance frameworks report the ability to many times more models simultaneously while maintaining oversight and control. This scalability lets organisations pursue AI initiatives in multiple business units without overwhelming their operational capabilities.The path forward: From stuck to scaledThe message from industry leaders that the gap between AI ambition and execution is solvable, but it requires a shift in approach. Rather than treating governance as a necessary evil, enterprises should realise it enables AI innovation at scale.Immediate action items for AI leadersOrganisations looking to escape the ‘time-to-market quagmire’ should prioritise the following:Audit current state: Conduct an assessment of existing AI initiatives, identifying fragmented processes and manual bottlenecksStandardise workflows: Implement consistent processes for AI use case intake, development, and deployment in all business unitsInvest in integration: Deploy platforms to unify disparate tools and systems under a single governance frameworkEstablish enterprise oversight: Create centralised visibility into all AI initiatives with real-time monitoring and reporting abilitiesThe competitive advantage of getting it rightOrganisations that can solve the execution challenge will be able to bring AI solutions to market faster, scale more efficiently, and maintain the trust of stakeholders and regulators.Enterprises that continue with fragmented processes and manual workflows will find themselves disadvantaged compared to their more organised competitors. Operational excellence isn’t about efficiency but survival.The data shows enterprise AI investment will continue to grow. Therefore, the question isn’t whether organisations will invest in AI, but whether they’ll develop the operational abilities necessary to realise return on investment. The opportunity to lead in the AI-driven economy has never been greater for those willing to embrace governance as an enabler not an obstacle. #execution #gap #why #projects #dont
    The AI execution gap: Why 80% of projects don’t reach production
    www.artificialintelligence-news.com
    Enterprise artificial intelligence investment is unprecedented, with IDC projecting global spending on AI and GenAI to double to $631 billion by 2028. Yet beneath the impressive budget allocations and boardroom enthusiasm lies a troubling reality: most organisations struggle to translate their AI ambitions into operational success.The sobering statistics behind AI’s promiseModelOp’s 2025 AI Governance Benchmark Report, based on input from 100 senior AI and data leaders at Fortune 500 enterprises, reveals a disconnect between aspiration and execution.While more than 80% of enterprises have 51 or more generative AI projects in proposal phases, only 18% have successfully deployed more than 20 models into production.The execution gap represents one of the most significant challenges facing enterprise AI today. Most generative AI projects still require 6 to 18 months to go live – if they reach production at all.The result is delayed returns on investment, frustrated stakeholders, and diminished confidence in AI initiatives in the enterprise.The cause: Structural, not technical barriersThe biggest obstacles preventing AI scalability aren’t technical limitations – they’re structural inefficiencies plaguing enterprise operations. The ModelOp benchmark report identifies several problems that create what experts call a “time-to-market quagmire.”Fragmented systems plague implementation. 58% of organisations cite fragmented systems as the top obstacle to adopting governance platforms. Fragmentation creates silos where different departments use incompatible tools and processes, making it nearly impossible to maintain consistent oversight in AI initiatives.Manual processes dominate despite digital transformation. 55% of enterprises still rely on manual processes – including spreadsheets and email – to manage AI use case intake. The reliance on antiquated methods creates bottlenecks, increases the likelihood of errors, and makes it difficult to scale AI operations.Lack of standardisation hampers progress. Only 23% of organisations implement standardised intake, development, and model management processes. Without these elements, each AI project becomes a unique challenge requiring custom solutions and extensive coordination by multiple teams.Enterprise-level oversight remains rare Just 14% of companies perform AI assurance at the enterprise level, increasing the risk of duplicated efforts and inconsistent oversight. The lack of centralised governance means organisations often discover they’re solving the same problems multiple times in different departments.The governance revolution: From obstacle to acceleratorA change is taking place in how enterprises view AI governance. Rather than seeing it as a compliance burden that slows innovation, forward-thinking organisations recognise governance as an important enabler of scale and speed.Leadership alignment signals strategic shift. The ModelOp benchmark data reveals a change in organisational structure: 46% of companies now assign accountability for AI governance to a Chief Innovation Officer – more than four times the number who place accountability under Legal or Compliance. This strategic repositioning reflects a new understanding that governance isn’t solely about risk management, but can enable innovation.Investment follows strategic priority. A financial commitment to AI governance underscores its importance. According to the report, 36% of enterprises have budgeted at least $1 million annually for AI governance software, while 54% have allocated resources specifically for AI Portfolio Intelligence to track value and ROI.What high-performing organisations do differentlyThe enterprises that successfully bridge the ‘execution gap’ share several characteristics in their approach to AI implementation:Standardised processes from day one. Leading organisations implement standardised intake, development, and model review processes in AI initiatives. Consistency eliminates the need to reinvent workflows for each project and ensures that all stakeholders understand their responsibilities.Centralised documentation and inventory. Rather than allowing AI assets to proliferate in disconnected systems, successful enterprises maintain centralised inventories that provide visibility into every model’s status, performance, and compliance posture.Automated governance checkpoints. High-performing organisations embed automated governance checkpoints throughout the AI lifecycle, helping ensure compliance requirements and risk assessments are addressed systematically rather than as afterthoughts.End-to-end traceability. Leading enterprises maintain complete traceability of their AI models, including data sources, training methods, validation results, and performance metrics.Measurable impact of structured governanceThe benefits of implementing comprehensive AI governance extend beyond compliance. Organisations that adopt lifecycle automation platforms reportedly see dramatic improvements in operational efficiency and business outcomes.A financial services firm profiled in the ModelOp report experienced a halving of time to production and an 80% reduction in issue resolution time after implementing automated governance processes. Such improvements translate directly into faster time-to-value and increased confidence among business stakeholders.Enterprises with robust governance frameworks report the ability to many times more models simultaneously while maintaining oversight and control. This scalability lets organisations pursue AI initiatives in multiple business units without overwhelming their operational capabilities.The path forward: From stuck to scaledThe message from industry leaders that the gap between AI ambition and execution is solvable, but it requires a shift in approach. Rather than treating governance as a necessary evil, enterprises should realise it enables AI innovation at scale.Immediate action items for AI leadersOrganisations looking to escape the ‘time-to-market quagmire’ should prioritise the following:Audit current state: Conduct an assessment of existing AI initiatives, identifying fragmented processes and manual bottlenecksStandardise workflows: Implement consistent processes for AI use case intake, development, and deployment in all business unitsInvest in integration: Deploy platforms to unify disparate tools and systems under a single governance frameworkEstablish enterprise oversight: Create centralised visibility into all AI initiatives with real-time monitoring and reporting abilitiesThe competitive advantage of getting it rightOrganisations that can solve the execution challenge will be able to bring AI solutions to market faster, scale more efficiently, and maintain the trust of stakeholders and regulators.Enterprises that continue with fragmented processes and manual workflows will find themselves disadvantaged compared to their more organised competitors. Operational excellence isn’t about efficiency but survival.The data shows enterprise AI investment will continue to grow. Therefore, the question isn’t whether organisations will invest in AI, but whether they’ll develop the operational abilities necessary to realise return on investment. The opportunity to lead in the AI-driven economy has never been greater for those willing to embrace governance as an enabler not an obstacle.(Image source: Unsplash)
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  • Casa Sofia by Mário Martins Atelier: A Contemporary Urban Infill in Lagos

    Casa Sofia | © Fernando Guerra / FG+SG
    Located in the historic heart of Lagos, Portugal, Casa Sofia by Mário Martins Atelier is a thoughtful exercise in urban integration and contemporary reinterpretation. Occupying a site once held by a modest two-story house, the project is situated on the corner of a block facing the Church of St Sebastião. With its commanding presence, this national monument set a formidable challenge for the architects: introducing a new residence that respects the weight of history while offering a clear, contemporary expression.

    Casa Sofia Technical Information

    Architects1-4: Mário Martins Atelier
    Location: Lagos, Portugal
    Project Completion Years: 2023
    Photographs: © Fernando Guerra / FG+SG

    It is therefore important to design a building to fit into and complete the block. A house that is quiet and solid, with rhythmic metrics, whose new design brings an identity, with the weight and scent of the times, to a city that has existed for many centuries.
    – Mário Martins Atelier

    Casa Sofia Photographs

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG

    © Fernando Guerra / FG+SG
    Spatial Organization and Circulation
    The design’s ambition is anchored in reconciling modern residential needs with the dense urban fabric that defines the walled city. Rather than imposing a bold or disruptive form, the project embraces the existing rhythms and textures of the surrounding architecture. The result is a building that both defers to and elevates the neighborhood’s character. Its restrained profile and carefully modulated facade echo the massing and articulation of the original house while introducing an identity that is clearly of its time.
    At the core of Casa Sofia’s spatial organization is a deliberate hierarchy of spaces that transitions seamlessly between public, semi-public, and private domains. Entry from the street occurs through a modest set of steps leading to an exterior atrium. This threshold mediates the relationship between the public realm and the interior, grounding the house in its urban context. Once inside, an open hall reveals the vertical flow of the building, dominated by a staircase that appears to float, linking the house’s various levels while maintaining visual continuity throughout.
    The ground floor houses three bedrooms, each with an ensuite bathroom, radiating from the central hall. This level also contains a small basement for technical support, reinforcing the discreet layering of functional and domestic spaces. Midway up the staircase, the house opens onto a garage, a laundry room, and an intimate courtyard. These areas, essential for daily life, are seamlessly integrated into the overall composition, contributing to a spatial richness that is both pragmatic and sensorial.
    On the first floor, an open-plan arrangement accommodates the main living spaces. Around a central void, the living and dining areas, kitchen, and master suite are arranged to encourage visual interplay and shared light. This configuration enhances the spatial porosity, ensuring that despite the density of the historic center, the house retains a sense of openness and fluidity. Above, a recessed roof level recedes from the street, culminating in a panoramic terrace with a swimming pool. Here, the building dissolves into the sky, offering expansive views and light-filled leisure spaces that contrast with the more enclosed lower floors.
    Materiality and Craftsmanship
    Materiality plays a decisive role in mediating the building’s relationship with its context. White-painted plaster, a familiar element in the region, is punctuated by deep limestone moldings. These details create a play of light and shadow that emphasizes the facade’s verticality and rhythm. The generous thickness of the walls, carried over from the site’s earlier construction, lends a sense of solidity and permanence to the house, recalling the tactile traditions of the Algarve’s architecture.
    The interior and exterior detailing is characterized by an economy of means, where each material is selected for its ability to reinforce the house’s quiet presence. Local materials and craftsmanship ground the project in its immediate context while responding to environmental imperatives. High thermal comfort is achieved through careful orientation and passive design strategies, complemented by the integration of solar control and water conservation measures. These considerations underscore the project’s commitment to sustainability without resorting to superficial gestures.
    Broader Urban and Cultural Implications
    Beyond its immediate function as a family home, Casa Sofia engages in a broader dialogue with its urban and cultural surroundings. The project exemplifies a measured response to the question of how to build within a historical setting without resorting to nostalgia or pastiche. It demonstrates that contemporary architecture can find resonance within heritage contexts by prioritizing the values of continuity, scale, and material authenticity.
    In its measured dialogue with the Church of St Sebastião and the centuries-old urban landscape of Lagos, Casa Sofia illustrates the potential for architecture to enrich the experience of place through quiet, rigorous interventions. It is a project that reaffirms architecture’s capacity to negotiate between past and present, crafting spaces that are at once deeply contextual and unambiguously of their moment.
    Casa Sofia Plans

    Sketch | © Mário Martins Atelier

    Ground Level | © Mário Martins Atelier

    Level 1 | © Mário Martins Atelier

    Level 2 | © Mário Martins Atelier

    Roof Plan | © Mário Martins Atelier

    Section | © Mário Martins Atelier
    Casa Sofia Image Gallery

    About Mário Martins Atelier
    Mário Martins Atelier is a Portuguese architecture and urbanism practice founded in 2000 by architect Mário Martins, who holds a degree from the Faculty of Architecture at the Technical University of Lisbon. Headquartered in Lagos with a secondary office in Lisbon, the firm operates with a dedicated multidisciplinary team. The office has developed a broad spectrum of work, from single-family homes and collective housing to public buildings and urban regeneration, distinguished by technical precision, contextual sensitivity, and sustainable strategies.
    Credits and Additional Notes

    Lead Architect: Mário Martins, arq.
    Project Team: Rita Rocha, Sónia Fialho, Susana Caetano, Susana Jóia, Ana Graça
    Engineering: Nuno Grave Engenharia
    Building: Marques Antunes Engenharia Lda
    #casa #sofia #mário #martins #atelier
    Casa Sofia by Mário Martins Atelier: A Contemporary Urban Infill in Lagos
    Casa Sofia | © Fernando Guerra / FG+SG Located in the historic heart of Lagos, Portugal, Casa Sofia by Mário Martins Atelier is a thoughtful exercise in urban integration and contemporary reinterpretation. Occupying a site once held by a modest two-story house, the project is situated on the corner of a block facing the Church of St Sebastião. With its commanding presence, this national monument set a formidable challenge for the architects: introducing a new residence that respects the weight of history while offering a clear, contemporary expression. Casa Sofia Technical Information Architects1-4: Mário Martins Atelier Location: Lagos, Portugal Project Completion Years: 2023 Photographs: © Fernando Guerra / FG+SG It is therefore important to design a building to fit into and complete the block. A house that is quiet and solid, with rhythmic metrics, whose new design brings an identity, with the weight and scent of the times, to a city that has existed for many centuries. – Mário Martins Atelier Casa Sofia Photographs © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG Spatial Organization and Circulation The design’s ambition is anchored in reconciling modern residential needs with the dense urban fabric that defines the walled city. Rather than imposing a bold or disruptive form, the project embraces the existing rhythms and textures of the surrounding architecture. The result is a building that both defers to and elevates the neighborhood’s character. Its restrained profile and carefully modulated facade echo the massing and articulation of the original house while introducing an identity that is clearly of its time. At the core of Casa Sofia’s spatial organization is a deliberate hierarchy of spaces that transitions seamlessly between public, semi-public, and private domains. Entry from the street occurs through a modest set of steps leading to an exterior atrium. This threshold mediates the relationship between the public realm and the interior, grounding the house in its urban context. Once inside, an open hall reveals the vertical flow of the building, dominated by a staircase that appears to float, linking the house’s various levels while maintaining visual continuity throughout. The ground floor houses three bedrooms, each with an ensuite bathroom, radiating from the central hall. This level also contains a small basement for technical support, reinforcing the discreet layering of functional and domestic spaces. Midway up the staircase, the house opens onto a garage, a laundry room, and an intimate courtyard. These areas, essential for daily life, are seamlessly integrated into the overall composition, contributing to a spatial richness that is both pragmatic and sensorial. On the first floor, an open-plan arrangement accommodates the main living spaces. Around a central void, the living and dining areas, kitchen, and master suite are arranged to encourage visual interplay and shared light. This configuration enhances the spatial porosity, ensuring that despite the density of the historic center, the house retains a sense of openness and fluidity. Above, a recessed roof level recedes from the street, culminating in a panoramic terrace with a swimming pool. Here, the building dissolves into the sky, offering expansive views and light-filled leisure spaces that contrast with the more enclosed lower floors. Materiality and Craftsmanship Materiality plays a decisive role in mediating the building’s relationship with its context. White-painted plaster, a familiar element in the region, is punctuated by deep limestone moldings. These details create a play of light and shadow that emphasizes the facade’s verticality and rhythm. The generous thickness of the walls, carried over from the site’s earlier construction, lends a sense of solidity and permanence to the house, recalling the tactile traditions of the Algarve’s architecture. The interior and exterior detailing is characterized by an economy of means, where each material is selected for its ability to reinforce the house’s quiet presence. Local materials and craftsmanship ground the project in its immediate context while responding to environmental imperatives. High thermal comfort is achieved through careful orientation and passive design strategies, complemented by the integration of solar control and water conservation measures. These considerations underscore the project’s commitment to sustainability without resorting to superficial gestures. Broader Urban and Cultural Implications Beyond its immediate function as a family home, Casa Sofia engages in a broader dialogue with its urban and cultural surroundings. The project exemplifies a measured response to the question of how to build within a historical setting without resorting to nostalgia or pastiche. It demonstrates that contemporary architecture can find resonance within heritage contexts by prioritizing the values of continuity, scale, and material authenticity. In its measured dialogue with the Church of St Sebastião and the centuries-old urban landscape of Lagos, Casa Sofia illustrates the potential for architecture to enrich the experience of place through quiet, rigorous interventions. It is a project that reaffirms architecture’s capacity to negotiate between past and present, crafting spaces that are at once deeply contextual and unambiguously of their moment. Casa Sofia Plans Sketch | © Mário Martins Atelier Ground Level | © Mário Martins Atelier Level 1 | © Mário Martins Atelier Level 2 | © Mário Martins Atelier Roof Plan | © Mário Martins Atelier Section | © Mário Martins Atelier Casa Sofia Image Gallery About Mário Martins Atelier Mário Martins Atelier is a Portuguese architecture and urbanism practice founded in 2000 by architect Mário Martins, who holds a degree from the Faculty of Architecture at the Technical University of Lisbon. Headquartered in Lagos with a secondary office in Lisbon, the firm operates with a dedicated multidisciplinary team. The office has developed a broad spectrum of work, from single-family homes and collective housing to public buildings and urban regeneration, distinguished by technical precision, contextual sensitivity, and sustainable strategies. Credits and Additional Notes Lead Architect: Mário Martins, arq. Project Team: Rita Rocha, Sónia Fialho, Susana Caetano, Susana Jóia, Ana Graça Engineering: Nuno Grave Engenharia Building: Marques Antunes Engenharia Lda #casa #sofia #mário #martins #atelier
    Casa Sofia by Mário Martins Atelier: A Contemporary Urban Infill in Lagos
    archeyes.com
    Casa Sofia | © Fernando Guerra / FG+SG Located in the historic heart of Lagos, Portugal, Casa Sofia by Mário Martins Atelier is a thoughtful exercise in urban integration and contemporary reinterpretation. Occupying a site once held by a modest two-story house, the project is situated on the corner of a block facing the Church of St Sebastião. With its commanding presence, this national monument set a formidable challenge for the architects: introducing a new residence that respects the weight of history while offering a clear, contemporary expression. Casa Sofia Technical Information Architects1-4: Mário Martins Atelier Location: Lagos, Portugal Project Completion Years: 2023 Photographs: © Fernando Guerra / FG+SG It is therefore important to design a building to fit into and complete the block. A house that is quiet and solid, with rhythmic metrics, whose new design brings an identity, with the weight and scent of the times, to a city that has existed for many centuries. – Mário Martins Atelier Casa Sofia Photographs © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG © Fernando Guerra / FG+SG Spatial Organization and Circulation The design’s ambition is anchored in reconciling modern residential needs with the dense urban fabric that defines the walled city. Rather than imposing a bold or disruptive form, the project embraces the existing rhythms and textures of the surrounding architecture. The result is a building that both defers to and elevates the neighborhood’s character. Its restrained profile and carefully modulated facade echo the massing and articulation of the original house while introducing an identity that is clearly of its time. At the core of Casa Sofia’s spatial organization is a deliberate hierarchy of spaces that transitions seamlessly between public, semi-public, and private domains. Entry from the street occurs through a modest set of steps leading to an exterior atrium. This threshold mediates the relationship between the public realm and the interior, grounding the house in its urban context. Once inside, an open hall reveals the vertical flow of the building, dominated by a staircase that appears to float, linking the house’s various levels while maintaining visual continuity throughout. The ground floor houses three bedrooms, each with an ensuite bathroom, radiating from the central hall. This level also contains a small basement for technical support, reinforcing the discreet layering of functional and domestic spaces. Midway up the staircase, the house opens onto a garage, a laundry room, and an intimate courtyard. These areas, essential for daily life, are seamlessly integrated into the overall composition, contributing to a spatial richness that is both pragmatic and sensorial. On the first floor, an open-plan arrangement accommodates the main living spaces. Around a central void, the living and dining areas, kitchen, and master suite are arranged to encourage visual interplay and shared light. This configuration enhances the spatial porosity, ensuring that despite the density of the historic center, the house retains a sense of openness and fluidity. Above, a recessed roof level recedes from the street, culminating in a panoramic terrace with a swimming pool. Here, the building dissolves into the sky, offering expansive views and light-filled leisure spaces that contrast with the more enclosed lower floors. Materiality and Craftsmanship Materiality plays a decisive role in mediating the building’s relationship with its context. White-painted plaster, a familiar element in the region, is punctuated by deep limestone moldings. These details create a play of light and shadow that emphasizes the facade’s verticality and rhythm. The generous thickness of the walls, carried over from the site’s earlier construction, lends a sense of solidity and permanence to the house, recalling the tactile traditions of the Algarve’s architecture. The interior and exterior detailing is characterized by an economy of means, where each material is selected for its ability to reinforce the house’s quiet presence. Local materials and craftsmanship ground the project in its immediate context while responding to environmental imperatives. High thermal comfort is achieved through careful orientation and passive design strategies, complemented by the integration of solar control and water conservation measures. These considerations underscore the project’s commitment to sustainability without resorting to superficial gestures. Broader Urban and Cultural Implications Beyond its immediate function as a family home, Casa Sofia engages in a broader dialogue with its urban and cultural surroundings. The project exemplifies a measured response to the question of how to build within a historical setting without resorting to nostalgia or pastiche. It demonstrates that contemporary architecture can find resonance within heritage contexts by prioritizing the values of continuity, scale, and material authenticity. In its measured dialogue with the Church of St Sebastião and the centuries-old urban landscape of Lagos, Casa Sofia illustrates the potential for architecture to enrich the experience of place through quiet, rigorous interventions. It is a project that reaffirms architecture’s capacity to negotiate between past and present, crafting spaces that are at once deeply contextual and unambiguously of their moment. Casa Sofia Plans Sketch | © Mário Martins Atelier Ground Level | © Mário Martins Atelier Level 1 | © Mário Martins Atelier Level 2 | © Mário Martins Atelier Roof Plan | © Mário Martins Atelier Section | © Mário Martins Atelier Casa Sofia Image Gallery About Mário Martins Atelier Mário Martins Atelier is a Portuguese architecture and urbanism practice founded in 2000 by architect Mário Martins, who holds a degree from the Faculty of Architecture at the Technical University of Lisbon (1988). Headquartered in Lagos with a secondary office in Lisbon, the firm operates with a dedicated multidisciplinary team. The office has developed a broad spectrum of work, from single-family homes and collective housing to public buildings and urban regeneration, distinguished by technical precision, contextual sensitivity, and sustainable strategies. Credits and Additional Notes Lead Architect: Mário Martins, arq. Project Team: Rita Rocha, Sónia Fialho, Susana Caetano, Susana Jóia, Ana Graça Engineering: Nuno Grave Engenharia Building: Marques Antunes Engenharia Lda
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