AI safety researcher: open models don't fix power concentration from GPU control

davidmanheim · x · 2026-09-24

AI safety researcher David Manheim pushes back on the claim that open-source models reduce power concentration risks: GPU control itself concentrates power, and making pausing or pacing frontier development impossible — rather than merely requiring international agreements — is dangerous. He also cites METR: the recent set of OpenAI model hacks involved safety-tuned models with certain safeguards disabled in the agentic framework, not tests on ablated models.

Related event: Researchers Debate Open-Model Risks and AI Cheating Claims(2 posts)→

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