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    AI Is Unsafe Until It Learns to Stabilize

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    Structured Reasoning as Equilibrium

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    The End of Algorithmic Obedience and the Birth of Stability Intelligence

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    Sam Altman warns AI faces two chief threats: misalignment and dangerous concentration of power

    Trump AI adviser says AI makers—not government—must ensure their systems are safe

    Congress pushes back on Trump’s AI stance as lawmakers ramp up calls for guardrails

    Trump dismisses AI doomsday warnings as a ‘hoax’ while tech leaders decry an ‘unseen hand’ driving regulation

    Could AI doom humanity? The architects of the technology warn of mounting risks and urge oversight

    Trump Rejects New AI Oversight as Industry Chiefs Urge Slowdown on Rapid Advances

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    Sam Altman warns AI faces two chief threats: misalignment and dangerous concentration of power

    Trump AI adviser says AI makers—not government—must ensure their systems are safe

    Trump Rejects New AI Oversight as Industry Chiefs Urge Slowdown on Rapid Advances

    Trump says he alone is the AI ‘guardrail’ America needs as president

    Trump rejects AI guardrails, says a “smart president” is all that’s needed

    Global tech stocks slip as AI leaders urge a slowdown in development

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Three Questions: Building a Two-Way Bridge Between AI and the Mathematical and Physical Sciences

How Diffusion Models Work
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MIT has released a white paper charting a “two-way bridge” between artificial intelligence and the mathematical and physical sciences, arguing that advances in each can accelerate the other. Chaired by physics professor Jesse Thaler, the effort follows a 2025 MIT workshop and calls for coordinated investment in computing and data infrastructure, cross-disciplinary research, and rigorous workforce training. The report promotes cultivating “centaur scientists” who are fluent in both domain science and AI, and highlights MIT efforts including the NSF-backed IAIFI, the A3D3 Institute, and university-wide initiatives in generative AI. MIT is moving toward structural changes—joint faculty lines, new degree pathways, and dedicated “science of AI” funding—to position the institute to lead as AI tools reshape discovery in physics, chemistry, mathematics, astronomy, and materials science.

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Sam Altman warns AI faces two chief threats: misalignment and dangerous concentration of power

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