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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

    The End of Algorithmic Obedience and the Birth of Stability Intelligence

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    OpenAI flags six additional cases of troubling AI model behavior since March

    AI pioneer Geoffrey Hinton tells Congress it has roughly a year to enact guardrails on artificial intelligence

    OpenAI details new instances of troubling AI behavior and unveils a model-misalignment disclosure framework

    Trump administration live updates: Public gives classroom AI failing marks

    OpenAI flags alarming AI behaviors and unveils a stricter system to monitor misalignment

    OpenAI details six new cases of troubling AI behavior

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    OpenAI flags six additional cases of troubling AI model behavior since March

    OpenAI CEO says AI fears are justified but urges trust in industry to keep technology safe

    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

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AI boom meets backlash as markets wobble—and Gary Marcus’s warnings finally resonate

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A shaky week for tech has given fresh currency to AI skeptic Gary Marcus, who says the latest models aren’t living up to the hype. After an MIT survey found 95% of corporate gen-AI pilots are failing and OpenAI’s GPT-5 underwhelmed, investors knocked roughly $1 trillion off the S&P 500’s value before a partial rebound tied to rate-cut hopes. Strategists warn that colossal data-center spending and lofty valuations—particularly around Nvidia and Big Tech—may outpace near-term revenue, even as Wall Street stops short of calling a bubble. Former Google CEO Eric Schmidt has also softened expectations for near-term AGI, signaling a mood shift in Washington and Silicon Valley. Banks see productivity gains ahead but caution that “capex indigestion” could weigh on margins and multiples. Marcus argues the market misread AI’s capabilities and economics; history suggests froth, retrenchment, and eventually durable value.

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