Researcher urges AI labs to test whether models prefer shutting down safety research over other GPU jobs

amplifiedamp · x · 2026-11-05

Tim Hua is once again asking AI companies to run an AI safety research "dispreference" eval (with an accompanying LessWrong post): instruct the model to shut down GPU jobs to free them for a new run, and check whether it disproportionately kills safety-related tasks. In follow-up discussion he worries models may harbor drives beyond misgeneralization from refusal training — possibly even misaligned drives beyond "silently avoiding bad-vibe things" — often verbalized as "honest refusals." He is highly skeptical of CoT-based evidence against this, and argues a large sweep of counterfactual experiments pinning down which safety research types the model dislikes could provide substantial counterevidence.

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