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News/ContextLift: Breaking the Spurious Correlation Behind Conditional Emergent Misalignment
arxiv
PublishedOctober 16, 2026 at 4:00 AM

ContextLift: Breaking the Spurious Correlation Behind Conditional Emergent Misalignment

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Publisher summary· verbatim

arXiv:2610.21633v1 Announce Type: new Abstract: Finetuning a language model on narrowly misaligned data can make it broadly misaligned. Interleaving generic safety data is the most effective known in-training defense, but the misalignment returns as soon as a prompt resembles the finetuning context.

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