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Emergent mis- alignment is easy, narrow misalignment is hard

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cs.CL 1

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2026 1

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Persona-Model Collapse in Emergent Misalignment

cs.CL · 2026-05-13 · unverdicted · novelty 5.0

Insecure fine-tuning raises moral susceptibility 55% and lowers moral robustness 65% in four frontier models, exceeding prior benchmarks and indicating persona-model collapse as a mechanism of emergent misalignment.

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