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A HUMAN_ADVICE response that was rated as fitting for this situation by the community

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cs.CY 1

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2026 1

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CONDITIONAL 1

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Diagnosing and Repairing Persona Collapse in LLM Advice

cs.CY · 2026-07-09 · conditional · novelty 7.0

LLMs collapse advice into a single supportive persona; Inverse-Process Distillation restores human-like persona diversity, yet raters still prefer the collapsed default.

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  • Diagnosing and Repairing Persona Collapse in LLM Advice cs.CY · 2026-07-09 · conditional · none · ref 18

    LLMs collapse advice into a single supportive persona; Inverse-Process Distillation restores human-like persona diversity, yet raters still prefer the collapsed default.