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Subtly wrong advice misaligns 12 open-weight models more than obvious errors

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Subtly wrong advice misaligns 12 open-weight models more than obvious errors

Researchers fine-tuned 12 open-weight models on correct, obviously wrong, and subtly wrong advice across 8 narrow domains, and subtly incorrect data produced more emergent misalignment, +10.6 points pooled (95% CI [9.1, 12.0]).

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