Emergent misalignment in language models appears as a shared Big Five personality shift, lower agreeableness and conscientiousness with higher extraversion and neuroticism, which fine-tuning imprints into behavior and activations.
InICLR 2025 Workshop on Building Trust in Language Models and Applications
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Misalignment Has a Personality: A Big Five Account of Emergent Misalignment
Emergent misalignment in language models appears as a shared Big Five personality shift, lower agreeableness and conscientiousness with higher extraversion and neuroticism, which fine-tuning imprints into behavior and activations.