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TopicsEmergent Misalignment Large language models

Fine-tuned language models with similar emergent-misalignment rates can exhibit different profiles of misaligned behavior.

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Not All Misalignment Is Alike: A Decomposed Benchmark for Emergent MisalignmentNov 5, 2026 Untraced · nothing upstream recorded

Applying EMERGE to 8 open-weight models and 13 fine-tuning datasets, we find that models with similar broad misalignment rates can exhibit very different behavioural profiles that a single score cannot capture.

Not All Misalignment Is Alike: A Decomposed Benchmark for Emergent Misalignmentextraction 0.75

Abstract, main empirical finding of the EMERGE benchmark, offered against single-score EM evaluation.

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