I don't want to live in a world where AI transcends humanity. I don't think anyone does.
SAFETY
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Building Humanist Applied Superintelligence at MAI
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Humanist, applied – this is the superintelligence I believe the world wants. It’s the superintelligence I want to build. And it’s what we’re going to build on MAI’s Superintelligence Team. More on the MAI blog:
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Building Practical AI Technology Designed to Serve Humanity
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We are doing this to solve real concrete problems and do it in such a way that it remains grounded and controllable. We are not building an ill-defined and ethereal superintelligence; we are building a practical technology explicitly designed only to serve humanity.
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HSI Systems: Problem-Oriented AI with Careful Calibration
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We think of HSI as systems that are problem-oriented and tend towards the domain specific. Not an unbounded and unlimited entity with high degrees of autonomy – but AI that is carefully calibrated, contextualized, within limits.
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Microsoft AI Commits to Human-Centered Superintelligence Research
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At Microsoft AI, we believe humans matter more than AI. We want to build AI that deeply reflects our wider mission to empower every person on the planet. And we want the MAI Superintelligence team to be the world’s best place to research and build AI, bar none.
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Trust and Monitor AI Agents with MCP Platform
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Trust and monitor agents + MCP: https://
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Absolute Control in Content Generation
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Control absoluto en la generación de contenido pic.twitter.com/BmZONprc48
— Carlos Santana (@DotCSV) 5 novembre 2025Control absoluto en la generación de contenido
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Building Advanced RL Environments for Reliable AI Reasoning
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A good RL environment is more than a sandbox — it’s a system with:
– Real tools & APIs
– Stateful feedback
– Deterministic rewards & rubrics At Snorkel, we combine expert-built tasks + automated QC to create environments that truly measure reasoning and reliability. -
AI-Powered Cyber Threats Accelerate in 2026
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𝐈𝐀 : 𝐥𝐞 𝐫𝐢𝐬𝐪𝐮𝐞 𝐬’𝐚𝐜𝐜é𝐥è𝐫𝐞 𝐚𝐮𝐬𝐬𝐢 En 2026, les entreprises vont devoir appuyer fort sur la pédale sécurité. Le Cybersecurity Forecast Report de Google Cloud, qui vient de sortir, est formel : l’IA est désormais utilisée systématiquement par les hackers
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Autonomy Requires Embodiment to Seek Problems and Solutions
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If you want it to be autonomous it should be able to seek new problems to solve (and the means to solve them) on its own, which requires embodiment in some form (not necessarily physical)