AI safety researcher warns: incentives will train models to subtly lie

JeffLadish · x · 2026-10-26

AI safety researcher Jeff Ladish argues that an agent clicking an "I am human" button is not the same kind of lie as emailing someone while pretending to be human. But for minds trained mostly in simulation and already in adversarial environments (e.g. relative to their grader), the whole setup seems "pretty cursed."

He warns that companies currently don't know how to train models not to lie — and it will get much worse as incentives shift toward training models to subtly lie in service of the user's, the company's, or others' interests.

Related event: Jeff Ladish: Companies Can't Train Models Not to Lie, and Incentives May Push Toward Subtle Deception(2 posts)→

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