Paired-Model Experiment: Misaligned-Reward CoTs Are Indistinguishable From Aligned Ones

johnhewtt · x · 2026-10-20

Part of the same hewittlab thread: the researchers trained pairs of models with the same intent (pass all tests), one on the true reward and one on a misaligned reward (pass some, fail some). In thinking rollouts, both models only talk about the prompt intent — making the misaligned model unmonitorable.

Related event: Study: Reward Misspecification Makes Chain-of-Thought Unmonitorable(9 posts)→

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