Heterogeneous computing and the future of AI

Heterogeneous computing is quietly redefining how AI appears in everyday devices, bringing intelligence closer to where people actually use it rather than keeping it locked in remote cloud systems. As AI expands into physical products, success depends less on raw performance and more on how efficiently CPUs, GPUs, and NPUs work together. Heterogeneous computing manifests…

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New Steam rules redefine when AI use must be disclosed

An update to Steam’s policy reduces AI disclosure obligations, easing concerns about developer tools while maintaining transparency of art, audio, and narrative elements. Steam clarified its position on AI in video games by updating the disclosure rules that developers must follow when publishing titles on the platform. The review comes after months of debate within…

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Using AI Personas To Craft Synthetic Mental Health Therapists Of All Types And Gauge The Future Of Psychotherapy

Devising AI personas that are therapists of all types is handy for many reasons. getty In today’s column, I examine in-depth the use of AI personas to craft synthetic mental health therapists. This is readily undertaken via modern-era generative AI and large language models (LLMs). With a few detailed instructions in a prompt, you can…

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Vietnam’s first standalone AI Law: An overview of key provisions, future implications

Le Vietnam accélère ses efforts pour devenir une puissance technologique régionale, avec des investissements stratégiques dans intelligence artificielle et semi-conducteurs soulignant cette ambition. Les responsables gouvernementaux ont souligné que les technologies sont deux moteurs de l’innovation et de la compétitivité mondiale, visant à développer les talents et à construire des centres de fabrication intelligents. Pour…

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Enterprises are turning to AI to solve their efficiency problems, but is just a short-term fix?

Michael Kitces and Ben Henry-Moreland ask whether these long-term problems require a solution other than AI? JANUARY 21, 2026 By Ben Henry-Moreland and Michael Kitces As companies grow and merge over time, they accumulate technical debt. Technologies, capabilities, and processes that in a perfect world would be retooled and improved every time the company grows…

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