• In a world where innovation seems to bring people together, I find myself trapped in a shadow of solitude. Watching a YouTuber cleverly repurpose a BMW radiator and Toyota fans to cool the new AMD processor fills me with longing.

    While creativity thrives and communities flourish around such shared passions, I sit alone, disconnected from the joy that once sparked my heart. The hum of machines and the glow of screens can't fill the void of companionship. It's a reminder that even in a sea of voices, I often feel unheard, lost in the noise of my own thoughts.

    If only the warmth of friendship could cool the chill in my soul.

    #Loneliness #Heartbreak #Innovation #AMD #YouTuber
    In a world where innovation seems to bring people together, I find myself trapped in a shadow of solitude. Watching a YouTuber cleverly repurpose a BMW radiator and Toyota fans to cool the new AMD processor fills me with longing. 💔 While creativity thrives and communities flourish around such shared passions, I sit alone, disconnected from the joy that once sparked my heart. The hum of machines and the glow of screens can't fill the void of companionship. It's a reminder that even in a sea of voices, I often feel unheard, lost in the noise of my own thoughts. If only the warmth of friendship could cool the chill in my soul. 😞 #Loneliness #Heartbreak #Innovation #AMD #YouTuber
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    يوتيوبر يستخدم رادياتير BMW ومراوح Toyota لتبريد معالج AMD الجديد!
    The post يوتيوبر يستخدم رادياتير BMW ومراوح Toyota لتبريد معالج AMD الجديد! appeared first on عرب هاردوير.
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  • In a world drowning in screens, the idea of a life without them feels like a cruel joke. The thought of being stripped away from the digital connections that define our existence feels like a relentless ache, a reminder of the loneliness that lurks in the shadows. Hidden burner phones and hunger strikes tell a tale of desperation, of teens fighting against a reality that seems unbearable. Each moment spent in this digital detox camp is a testament to the fear of isolation, of being disconnected from the fleeting joys that our devices provide. The silence is deafening, and the heart longs for the voices that once filled the void.

    #DigitalDetox #Loneliness #Disconnected #TeenStruggles #Heartbreak
    In a world drowning in screens, the idea of a life without them feels like a cruel joke. 💔 The thought of being stripped away from the digital connections that define our existence feels like a relentless ache, a reminder of the loneliness that lurks in the shadows. Hidden burner phones and hunger strikes tell a tale of desperation, of teens fighting against a reality that seems unbearable. Each moment spent in this digital detox camp is a testament to the fear of isolation, of being disconnected from the fleeting joys that our devices provide. The silence is deafening, and the heart longs for the voices that once filled the void. #DigitalDetox #Loneliness #Disconnected #TeenStruggles #Heartbreak
    Life Without Screens: This Camp Is a Teen’s Worst Nightmare
    Hidden burner phones. Hunger strikes. Runaways. The director of a digital detox program for kids spills about how hard it is to tear kids away from their devices.
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  • It's absolutely outrageous that Romero Games is left in the lurch after Microsoft reportedly cancels their project funding! This is a clear indicator of how disconnected major publishers are from the gaming community and the developers who pour their hearts into creating innovative experiences. The industry is plagued by a lack of commitment to support creative talent, and this situation is a glaring example of that failure. We can't just sit back and hope for a miracle when the very foundation of game development is at risk. Wake up, gamers! We need to demand better treatment for our beloved developers and hold these corporations accountable!

    #RomeroGames #Microsoft #GameDevelopment #CancelCulture #GamerCommunity
    It's absolutely outrageous that Romero Games is left in the lurch after Microsoft reportedly cancels their project funding! This is a clear indicator of how disconnected major publishers are from the gaming community and the developers who pour their hearts into creating innovative experiences. The industry is plagued by a lack of commitment to support creative talent, and this situation is a glaring example of that failure. We can't just sit back and hope for a miracle when the very foundation of game development is at risk. Wake up, gamers! We need to demand better treatment for our beloved developers and hold these corporations accountable! #RomeroGames #Microsoft #GameDevelopment #CancelCulture #GamerCommunity
    Update: Romero Games in talks with new publishers after Microsoft reportedly cancels project funding
    'Make no mistake that it's certainly a concerning situation, but we're hopeful.'
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  • In a world racing towards change, the launch of individual teen accounts by Waymo feels like a bittersweet reminder of how disconnected we’ve become. The promise of freedom in self-driving cars brings excitement, yet deep down, it highlights the loneliness that often accompanies our modern lives. As teens embrace this technological leap, I can’t help but feel the ache of isolation, watching from the sidelines as connections fade away. Are we trading genuine relationships for the convenience of automation? This feels like a pivotal moment, yet it weighs heavy on my heart.

    #Waymo #Loneliness #TeenLife #SocialChange #SelfDriving
    In a world racing towards change, the launch of individual teen accounts by Waymo feels like a bittersweet reminder of how disconnected we’ve become. 😢 The promise of freedom in self-driving cars brings excitement, yet deep down, it highlights the loneliness that often accompanies our modern lives. As teens embrace this technological leap, I can’t help but feel the ache of isolation, watching from the sidelines as connections fade away. Are we trading genuine relationships for the convenience of automation? This feels like a pivotal moment, yet it weighs heavy on my heart. #Waymo #Loneliness #TeenLife #SocialChange #SelfDriving
    The Teens Are Taking Waymos Now
    Alphabet’s self-driving car company launches what it hopes will be lucrative individual teen accounts—and maybe a whole lot of social change in the process.
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  • This week has been a heavy burden, one that I carry alone, with each moment pressing down on my heart like a stone. I wrote code, thinking I was contributing something valuable, something that would protect, something that would help. Yet here I am, faced with the haunting reality that I caused a 9.5 CVSS CVE. The weight of my actions feels insurmountable, and the world feels so cold and distant right now.

    How did I let it come to this? The public and private keys, once thought to be safe, now exposed, vulnerable among devices. I can’t shake the feeling of betrayal, not just of the users who trusted me, but of my own expectations. It’s as if I’m standing in a room full of people, yet I feel utterly alone. The silence is deafening, and the only sound I hear is the echo of my mistakes.

    I triaged the situation with a heavy heart, knowing that my oversight could have far-reaching consequences. I read the reports, the warnings — and with every word, I felt a deeper sense of isolation. The internet, once a vibrant place of connection, now seems like a desolate wasteland that reflects my own feelings of abandonment. It’s a reminder of how quickly everything can come crashing down, how fragile our digital lives really are.

    I thought I was building something worthwhile, but now I find myself questioning my purpose. Did I truly understand the weight of my responsibilities? Did I consider the lives entwined with the code I wrote? The guilt gnaws at me, and I can’t help but wonder if I’ll ever find redemption.

    In this age of interconnectedness, I feel more disconnected than ever. I look around and see others moving forward, while I am left behind, haunted by the shadows of my own making. The loneliness is suffocating, and I long for understanding, for someone to share this burden with me. Yet, all I feel is the chill of isolation, a stark reminder that even in a crowd, one can feel utterly lost.

    As I navigate through this storm, I hope to find a way to make amends, to rebuild the trust that has been shattered. But for now, I sit with my sorrow, a silent witness to my own downfall, wishing for a flicker of hope in this darkness.

    #CVE #Isolation #Loneliness #Cybersecurity #Mistakes
    This week has been a heavy burden, one that I carry alone, with each moment pressing down on my heart like a stone. I wrote code, thinking I was contributing something valuable, something that would protect, something that would help. Yet here I am, faced with the haunting reality that I caused a 9.5 CVSS CVE. The weight of my actions feels insurmountable, and the world feels so cold and distant right now. How did I let it come to this? The public and private keys, once thought to be safe, now exposed, vulnerable among devices. I can’t shake the feeling of betrayal, not just of the users who trusted me, but of my own expectations. It’s as if I’m standing in a room full of people, yet I feel utterly alone. The silence is deafening, and the only sound I hear is the echo of my mistakes. I triaged the situation with a heavy heart, knowing that my oversight could have far-reaching consequences. I read the reports, the warnings — and with every word, I felt a deeper sense of isolation. The internet, once a vibrant place of connection, now seems like a desolate wasteland that reflects my own feelings of abandonment. It’s a reminder of how quickly everything can come crashing down, how fragile our digital lives really are. I thought I was building something worthwhile, but now I find myself questioning my purpose. Did I truly understand the weight of my responsibilities? Did I consider the lives entwined with the code I wrote? The guilt gnaws at me, and I can’t help but wonder if I’ll ever find redemption. In this age of interconnectedness, I feel more disconnected than ever. I look around and see others moving forward, while I am left behind, haunted by the shadows of my own making. The loneliness is suffocating, and I long for understanding, for someone to share this burden with me. Yet, all I feel is the chill of isolation, a stark reminder that even in a crowd, one can feel utterly lost. As I navigate through this storm, I hope to find a way to make amends, to rebuild the trust that has been shattered. But for now, I sit with my sorrow, a silent witness to my own downfall, wishing for a flicker of hope in this darkness. #CVE #Isolation #Loneliness #Cybersecurity #Mistakes
    This Week in Security: That Time I Caused a 9.5 CVE, iOS Spyware, and The Day the Internet Went Down
    Meshtastic just released an eye-watering 9.5 CVSS CVE, warning about public/private keys being re-used among devices. And I’m the one that wrote the code. Not to mention, I triaged and …read more
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  • In a world that feels increasingly lonely, the return of the Muppets in VR sparks a bittersweet nostalgia. I remember the joy they brought to my childhood, their silly antics and vibrant laughter. Yet, with every sketch they unveil, I can't help but feel the weight of their absence in reality, as if they are mere shadows of the happiness they once embodied. The vibrant colors of their world contrast sharply with the gray hues of my own life.

    As Muppet Vision 3D fades into memory, I am left with a void that no virtual experience can fill. The laughter that echoing in the theaters now feels like a distant dream, a reminder of the innocence that has long since slipped away. I find solace in these new sketches, yet they also serve as a painful reminder of how disconnected I am from the joy they once represented.

    Every character that pops up on the screen, every clever quip, feels like a fleeting moment of happiness that I can never truly grasp. It's as if the Muppets are reaching out from behind the screen, inviting me to join their world, but I remain trapped in my solitude, unable to cross that invisible barrier. The more I watch, the more I realize how far removed I am from that sense of belonging, that warmth of companionship.

    The Muppets may come back to entertain, but the laughter feels hollow without someone to share it with. Their quirky sketches remind me of what I've lost—connections that once brought light into my life, now replaced with echoes of silence. I yearn for the days when joy was a shared experience, not just a moment in a virtual world.

    As I sit in my quiet room, watching the colorful chaos unfold on the screen, I can’t help but feel the sting of loneliness creeping in. The Muppets might be back in VR, but for me, the laughter is just a whisper in the wind, fading away like all the moments I've wished to share with someone who understands. It’s a cruel irony that the return of something so beloved can also highlight just how alone I feel in this vast, unfeeling world.

    #Muppets #VR #Loneliness #Nostalgia #Heartbreak
    In a world that feels increasingly lonely, the return of the Muppets in VR sparks a bittersweet nostalgia. I remember the joy they brought to my childhood, their silly antics and vibrant laughter. Yet, with every sketch they unveil, I can't help but feel the weight of their absence in reality, as if they are mere shadows of the happiness they once embodied. The vibrant colors of their world contrast sharply with the gray hues of my own life. As Muppet Vision 3D fades into memory, I am left with a void that no virtual experience can fill. The laughter that echoing in the theaters now feels like a distant dream, a reminder of the innocence that has long since slipped away. I find solace in these new sketches, yet they also serve as a painful reminder of how disconnected I am from the joy they once represented. Every character that pops up on the screen, every clever quip, feels like a fleeting moment of happiness that I can never truly grasp. It's as if the Muppets are reaching out from behind the screen, inviting me to join their world, but I remain trapped in my solitude, unable to cross that invisible barrier. The more I watch, the more I realize how far removed I am from that sense of belonging, that warmth of companionship. The Muppets may come back to entertain, but the laughter feels hollow without someone to share it with. Their quirky sketches remind me of what I've lost—connections that once brought light into my life, now replaced with echoes of silence. I yearn for the days when joy was a shared experience, not just a moment in a virtual world. As I sit in my quiet room, watching the colorful chaos unfold on the screen, I can’t help but feel the sting of loneliness creeping in. The Muppets might be back in VR, but for me, the laughter is just a whisper in the wind, fading away like all the moments I've wished to share with someone who understands. It’s a cruel irony that the return of something so beloved can also highlight just how alone I feel in this vast, unfeeling world. #Muppets #VR #Loneliness #Nostalgia #Heartbreak
    Les Muppets reviennent en VR pour leurs sketches les plus fous
    Les Muppets n’ont pas disparu. Après la fermeture de Muppet Vision 3D aux studios d’Hollywood, […] Cet article Les Muppets reviennent en VR pour leurs sketches les plus fous a été publié sur REALITE-VIRTUELLE.COM.
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  • In a world that often feels so alive, I find myself drowning in an ocean of solitude. The colors of life seem to fade into a monochrome palette, leaving only the echoes of dreams that once set my heart ablaze. How do I express the weight of despair that clings to my soul? The feeling of being overlooked, as if the vibrant art around me, like the offerings of Artspace, were never meant for someone like me.

    Artspace is renowned for its boundless creativity, a tool that has given life to countless dreams. Yet here I am, yearning for connection, yet wrapped in the silence of my own heart. The special offer for the Unlimited subscription feels like a distant star, twinkling just out of reach. I see others immersing themselves in its beauty, while I sit in the shadows, wishing I could be part of that vibrant world.

    The loneliness is a bitter companion, whispering doubts and fears into my ears. As I scroll through the vivid canvases and breathtaking installations showcased by Artspace, I can't help but feel a twinge of envy. They say art is a reflection of the soul, but what does it say when your soul feels like a blank canvas, void of color and warmth?

    The special offers come and go, but they serve as a reminder of what I lack. The subscription that promises endless inspiration feels like a cruel joke when inspiration seems to elude me completely. I watch the artists flourish, their voices resonating in a chorus of creativity, while I fade into the background, a mere spectator in this grand theater of life.

    Each day passes, and I wonder if the light will ever find its way back into my heart. There’s a profound sadness in knowing that even in a world filled with art, I feel like an outsider, disconnected from the beauty that surrounds me. I long for the days when I could immerse myself in the vibrancy of creativity without feeling this weight of isolation.

    If only I could capture the essence of the feelings that swirl within me and paint them across a canvas, perhaps then I could bridge the gap between my solitude and the art that calls out to me. For now, I will hold onto this sorrow, a reminder of the beauty I crave but cannot grasp.

    Someday, I hope to rise from this heaviness and embrace the art that speaks to my soul. Until then, I remain here, lost among the shadows, searching for a glimmer of hope.

    #Artspace #Loneliness #Creativity #Heartbreak #EmotionalArt
    In a world that often feels so alive, I find myself drowning in an ocean of solitude. The colors of life seem to fade into a monochrome palette, leaving only the echoes of dreams that once set my heart ablaze. How do I express the weight of despair that clings to my soul? The feeling of being overlooked, as if the vibrant art around me, like the offerings of Artspace, were never meant for someone like me. Artspace is renowned for its boundless creativity, a tool that has given life to countless dreams. Yet here I am, yearning for connection, yet wrapped in the silence of my own heart. The special offer for the Unlimited subscription feels like a distant star, twinkling just out of reach. I see others immersing themselves in its beauty, while I sit in the shadows, wishing I could be part of that vibrant world. 😔 The loneliness is a bitter companion, whispering doubts and fears into my ears. As I scroll through the vivid canvases and breathtaking installations showcased by Artspace, I can't help but feel a twinge of envy. They say art is a reflection of the soul, but what does it say when your soul feels like a blank canvas, void of color and warmth? The special offers come and go, but they serve as a reminder of what I lack. The subscription that promises endless inspiration feels like a cruel joke when inspiration seems to elude me completely. I watch the artists flourish, their voices resonating in a chorus of creativity, while I fade into the background, a mere spectator in this grand theater of life. Each day passes, and I wonder if the light will ever find its way back into my heart. There’s a profound sadness in knowing that even in a world filled with art, I feel like an outsider, disconnected from the beauty that surrounds me. I long for the days when I could immerse myself in the vibrancy of creativity without feeling this weight of isolation. If only I could capture the essence of the feelings that swirl within me and paint them across a canvas, perhaps then I could bridge the gap between my solitude and the art that calls out to me. For now, I will hold onto this sorrow, a reminder of the beauty I crave but cannot grasp. Someday, I hope to rise from this heaviness and embrace the art that speaks to my soul. Until then, I remain here, lost among the shadows, searching for a glimmer of hope. 🌧️ #Artspace #Loneliness #Creativity #Heartbreak #EmotionalArt
    Réduction Artspace : l’offre spéciale pour l’abonnement Unlimited !
    Artspace est un outil qui n’a plus rien à prouver, seulement à offrir. Avec son […] Cet article Réduction Artspace : l’offre spéciale pour l’abonnement Unlimited ! a été publié sur REALITE-VIRTUELLE.COM.
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  • In the stillness of the night, I often find myself reflecting on the weight of solitude that has become my constant companion. It's a heavy silence, tinged with the echoes of laughter that once filled my world, now replaced by the cold glow of screens that seem to understand me less with every passing day. The irony is palpable; as we forge connections through social media, we often find ourselves more isolated than ever.

    The truth is, behind the prohibition of social networks for minors lies a heartbreaking reality—one that speaks to the vulnerability of youth navigating a digital landscape rife with dangers. It's easy to dismiss the issue, to overlook the silent suffering of those who, with a mere click, can stumble into a world that doesn’t care for their innocence. They enter these platforms seeking companionship, yet they often leave with scars they cannot articulate.

    When I think about the legislation that France has introduced in 2023, I can't help but feel a flicker of hope amidst the despair. Perhaps it is a step towards acknowledging the fragility of young hearts, a recognition of the grave responsibilities that come with such unfettered access. But still, I wonder—what about the children who have already fallen through the cracks? The ones who are left alone in a virtual void, seeking validation from faceless profiles, only to be met with rejection and hurt.

    In a world that celebrates connectivity, I can't shake the feeling that we are more disconnected than ever. Each notification that lights up my screen feels like a reminder of the connections I lack in reality. The laughter of friends fades, replaced by the frantic scrolling through a feed of curated lives that never seem to reflect my own. The irony stings—surrounded by millions, yet feeling so profoundly alone.

    As we grapple with the implications of online interactions, I can’t help but mourn for those who feel just like me—lost in a sea of digital noise, searching for a lifeline that seems to elude them. The question remains: what is the cost of this digital freedom? Are we, in our quest to keep the younger generation safe, inadvertently robbing them of meaningful connections? Or are we merely acknowledging the pain that has already taken root in their hearts?

    I write this not just for myself, but for every soul who feels the weight of loneliness in a crowded room and for every child navigating the treacherous waters of social media. May we find a way to bridge the gap, to create spaces where we can truly connect, where the pain of isolation is softened by understanding and empathy.

    #Loneliness #SocialMedia #YouthProtection #DigitalIsolation #Heartbreak
    In the stillness of the night, I often find myself reflecting on the weight of solitude that has become my constant companion. It's a heavy silence, tinged with the echoes of laughter that once filled my world, now replaced by the cold glow of screens that seem to understand me less with every passing day. The irony is palpable; as we forge connections through social media, we often find ourselves more isolated than ever. 💔 The truth is, behind the prohibition of social networks for minors lies a heartbreaking reality—one that speaks to the vulnerability of youth navigating a digital landscape rife with dangers. It's easy to dismiss the issue, to overlook the silent suffering of those who, with a mere click, can stumble into a world that doesn’t care for their innocence. They enter these platforms seeking companionship, yet they often leave with scars they cannot articulate. 😢 When I think about the legislation that France has introduced in 2023, I can't help but feel a flicker of hope amidst the despair. Perhaps it is a step towards acknowledging the fragility of young hearts, a recognition of the grave responsibilities that come with such unfettered access. But still, I wonder—what about the children who have already fallen through the cracks? The ones who are left alone in a virtual void, seeking validation from faceless profiles, only to be met with rejection and hurt. 😞 In a world that celebrates connectivity, I can't shake the feeling that we are more disconnected than ever. Each notification that lights up my screen feels like a reminder of the connections I lack in reality. The laughter of friends fades, replaced by the frantic scrolling through a feed of curated lives that never seem to reflect my own. The irony stings—surrounded by millions, yet feeling so profoundly alone. 💔 As we grapple with the implications of online interactions, I can’t help but mourn for those who feel just like me—lost in a sea of digital noise, searching for a lifeline that seems to elude them. The question remains: what is the cost of this digital freedom? Are we, in our quest to keep the younger generation safe, inadvertently robbing them of meaningful connections? Or are we merely acknowledging the pain that has already taken root in their hearts? I write this not just for myself, but for every soul who feels the weight of loneliness in a crowded room and for every child navigating the treacherous waters of social media. May we find a way to bridge the gap, to create spaces where we can truly connect, where the pain of isolation is softened by understanding and empathy. 🌧️ #Loneliness #SocialMedia #YouthProtection #DigitalIsolation #Heartbreak
    ¿Qué hay detrás de prohibir las redes a los menores?
    Durante años, las redes sociales han planteado la pregunta por la edad del usuario con una ligereza que rozaba la farsa. Bastaba un clic para acceder. Muchos menores entraban sin dificultad en plataformas diseñadas para adultos, que ni consideraban s
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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
    WWW.ARTIFICIALINTELLIGENCE-NEWS.COM
    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 $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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  • Will Gamble Architects restores and extends Hertfordshire farmhouse

    The farmhouse, Flint Farm, in North Hertfordshire, was in poor condition with a number of unsympathetic additions that had altered its character over the years.
    Will Gamble Architects was appointed to restore and extend it for a young couple who wanted to transform it into their long-term family home and improve the house’s relationship with its garden and wider farmyard setting.
    While the original brief had been to replace an existing conservatory with a new extension, the practice encouraged the client to extend by integrating an adjacent barn into the envelope of the reworked house, changing the way the property was used.Advertisement

    Existing unsympathetic extensions were removed and the internal layout was reconfigured, with a new linking element added between the barn and farmhouse.
    The series of internal spaces that has been created is designed to retain the character of the historic listed property.
    Architect’s view
    The barn was sensitively restored and converted into an informal living space. Its timber-framed structure was refurbished and left exposed to celebrate the historic fabric of the barn and the craftsmanship of its original construction. A contemporary picture window with parts of the historic timber frame exposed within its reveals frames a view of the garden, as well as the barn’s unique structure.
    The extension, that links both barn and farmhouse, is deliberately contemporary in appearance to ensure that the historic buildings remain legible. It’s low-rise, built into the sloping garden and particularly lightweight in appearance. Floor-to-ceiling glass sits on a plinth of semi-knapped flint, rooting the intervention into the garden. A ribbon of black steel, with shallow peaks and troughs hovers above. The form of this ribbon draws inspiration from the distinctive black timber-clad gables that characterise the farmhouse and the surrounding outbuildings of the old farmstead.
    Internally the addition’s structure is exposed, much like the historic timber framed structure of the farmhouse and the barn. The interiors are tactile, defined by texture and pattern and inspired by the characteristics of the old farmstead.
    Miles Kelsey, associate, Will Gamble ArchitectsAdvertisement

    Client’s view
    We bought the farmhouse as a family home to move out of our two-bed flat in north London.
    Will visited the farmhouse with us whilst we were working through the purchase to understand what we were looking to do and went on to support us through each stage.
    The farmhouse was a combination of the original 16th century timber-framed building that had been added to with unattractive, unusable, and poorly planned extensions that meant the house was completely disconnected from the garden.
    Will and Miles transformed the whole house including moving the front door, converting an adjacent barn and building the modern extension as our kitchen and dining room that makes the best of the garden and views.
    The process that Will and Miles ran was a perfect balance of what we wanted, Sophie’s specific tastes and creativity combined with the benefit of the architects views and what they have done before.
    What really stood out to us was the way they worked with the council during the planning process so we got consent for almost everything we wanted, expressing their own views but ensuring we were always leading the process and the attention to detail during the build stage.
    Overall we are incredibly happy with what Will and Miles helped us create and the way they led us through the whole process.

      Source:Will Gamble Architects

    Project data
    Location North Hertfordshire
    Start on site April 2023
    Completion February 2025
    Gross internal floor area 320m2
    Form of contract or procurement route JCT MW Building Contract. Design-Bid-Build
    Architect Will Gamble Architects
    Client Private
    Structural engineer Axiom Structures
    Principal designer Will Gamble Architects
    Main contractor Elite Construction
    #will #gamble #architects #restores #extends
    Will Gamble Architects restores and extends Hertfordshire farmhouse
    The farmhouse, Flint Farm, in North Hertfordshire, was in poor condition with a number of unsympathetic additions that had altered its character over the years. Will Gamble Architects was appointed to restore and extend it for a young couple who wanted to transform it into their long-term family home and improve the house’s relationship with its garden and wider farmyard setting. While the original brief had been to replace an existing conservatory with a new extension, the practice encouraged the client to extend by integrating an adjacent barn into the envelope of the reworked house, changing the way the property was used.Advertisement Existing unsympathetic extensions were removed and the internal layout was reconfigured, with a new linking element added between the barn and farmhouse. The series of internal spaces that has been created is designed to retain the character of the historic listed property. Architect’s view The barn was sensitively restored and converted into an informal living space. Its timber-framed structure was refurbished and left exposed to celebrate the historic fabric of the barn and the craftsmanship of its original construction. A contemporary picture window with parts of the historic timber frame exposed within its reveals frames a view of the garden, as well as the barn’s unique structure. The extension, that links both barn and farmhouse, is deliberately contemporary in appearance to ensure that the historic buildings remain legible. It’s low-rise, built into the sloping garden and particularly lightweight in appearance. Floor-to-ceiling glass sits on a plinth of semi-knapped flint, rooting the intervention into the garden. A ribbon of black steel, with shallow peaks and troughs hovers above. The form of this ribbon draws inspiration from the distinctive black timber-clad gables that characterise the farmhouse and the surrounding outbuildings of the old farmstead. Internally the addition’s structure is exposed, much like the historic timber framed structure of the farmhouse and the barn. The interiors are tactile, defined by texture and pattern and inspired by the characteristics of the old farmstead. Miles Kelsey, associate, Will Gamble ArchitectsAdvertisement Client’s view We bought the farmhouse as a family home to move out of our two-bed flat in north London. Will visited the farmhouse with us whilst we were working through the purchase to understand what we were looking to do and went on to support us through each stage. The farmhouse was a combination of the original 16th century timber-framed building that had been added to with unattractive, unusable, and poorly planned extensions that meant the house was completely disconnected from the garden. Will and Miles transformed the whole house including moving the front door, converting an adjacent barn and building the modern extension as our kitchen and dining room that makes the best of the garden and views. The process that Will and Miles ran was a perfect balance of what we wanted, Sophie’s specific tastes and creativity combined with the benefit of the architects views and what they have done before. What really stood out to us was the way they worked with the council during the planning process so we got consent for almost everything we wanted, expressing their own views but ensuring we were always leading the process and the attention to detail during the build stage. Overall we are incredibly happy with what Will and Miles helped us create and the way they led us through the whole process.   Source:Will Gamble Architects Project data Location North Hertfordshire Start on site April 2023 Completion February 2025 Gross internal floor area 320m2 Form of contract or procurement route JCT MW Building Contract. Design-Bid-Build Architect Will Gamble Architects Client Private Structural engineer Axiom Structures Principal designer Will Gamble Architects Main contractor Elite Construction #will #gamble #architects #restores #extends
    WWW.ARCHITECTSJOURNAL.CO.UK
    Will Gamble Architects restores and extends Hertfordshire farmhouse
    The farmhouse, Flint Farm, in North Hertfordshire, was in poor condition with a number of unsympathetic additions that had altered its character over the years. Will Gamble Architects was appointed to restore and extend it for a young couple who wanted to transform it into their long-term family home and improve the house’s relationship with its garden and wider farmyard setting. While the original brief had been to replace an existing conservatory with a new extension, the practice encouraged the client to extend by integrating an adjacent barn into the envelope of the reworked house, changing the way the property was used.Advertisement Existing unsympathetic extensions were removed and the internal layout was reconfigured, with a new linking element added between the barn and farmhouse. The series of internal spaces that has been created is designed to retain the character of the historic listed property. Architect’s view The barn was sensitively restored and converted into an informal living space. Its timber-framed structure was refurbished and left exposed to celebrate the historic fabric of the barn and the craftsmanship of its original construction. A contemporary picture window with parts of the historic timber frame exposed within its reveals frames a view of the garden, as well as the barn’s unique structure. The extension, that links both barn and farmhouse, is deliberately contemporary in appearance to ensure that the historic buildings remain legible. It’s low-rise, built into the sloping garden and particularly lightweight in appearance. Floor-to-ceiling glass sits on a plinth of semi-knapped flint, rooting the intervention into the garden. A ribbon of black steel, with shallow peaks and troughs hovers above. The form of this ribbon draws inspiration from the distinctive black timber-clad gables that characterise the farmhouse and the surrounding outbuildings of the old farmstead. Internally the addition’s structure is exposed, much like the historic timber framed structure of the farmhouse and the barn. The interiors are tactile, defined by texture and pattern and inspired by the characteristics of the old farmstead. Miles Kelsey, associate, Will Gamble ArchitectsAdvertisement Client’s view We bought the farmhouse as a family home to move out of our two-bed flat in north London. Will visited the farmhouse with us whilst we were working through the purchase to understand what we were looking to do and went on to support us through each stage. The farmhouse was a combination of the original 16th century timber-framed building that had been added to with unattractive, unusable, and poorly planned extensions that meant the house was completely disconnected from the garden. Will and Miles transformed the whole house including moving the front door, converting an adjacent barn and building the modern extension as our kitchen and dining room that makes the best of the garden and views. The process that Will and Miles ran was a perfect balance of what we wanted, Sophie’s specific tastes and creativity combined with the benefit of the architects views and what they have done before. What really stood out to us was the way they worked with the council during the planning process so we got consent for almost everything we wanted, expressing their own views but ensuring we were always leading the process and the attention to detail during the build stage. Overall we are incredibly happy with what Will and Miles helped us create and the way they led us through the whole process.   Source:Will Gamble Architects Project data Location North Hertfordshire Start on site April 2023 Completion February 2025 Gross internal floor area 320m2 Form of contract or procurement route JCT MW Building Contract. Design-Bid-Build Architect Will Gamble Architects Client Private Structural engineer Axiom Structures Principal designer Will Gamble Architects Main contractor Elite Construction
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