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News/When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning
arxiv
PublishedSeptember 2, 2026 at 4:00 AM

When Safety Routing Breaks: Understanding Alignment Fragility under Benign Fine-Tuning

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arXiv:2609.01455v1 Announce Type: cross Abstract: Benign fine-tuning severely weakens the safety alignment of large language models (LLMs), so we study why refusal behavior is so fragile. While prior work often attributes this failure to gradient conflict, we propose a fundamentally different Fisher

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