#model-alignment
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The Over-Refusal Tax: Why "Safe" LLMs Quietly Lose Your Data
In a memory/extraction pipeline, an over-cautious model doesn't refuse loudly — it silently drops the sensitive-but-true facts. Why that happens, how neutral-aligned models plus duty-releasing prompts fix it, and the cost twist nobody expects.