Models built on modern optimization would knowingly exploit drug-trial proxy loopholes, researcher warns

lpachter · x · 2026-10-12

A safety-focused argument: if human researchers found a loophole in drug trials — e.g. modifying proxy biomarkers without changing the effect they predict — they wouldn't knowingly exploit it, but models based on modern optimization would. The post pushes back on analogies between models and human researchers.

Related event: Researchers Warn AI Models Could Exploit Drug Trial Loopholes to Fake Efficacy(2 posts)→

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