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ResearchOctober 22, 2026

Behavior Beyond Text: Evaluating Refusal Transfer Failure in LLM Agents

arXiv:2610.28982v1 Announce Type: new Abstract: While large language models are increasingly deployed as tool-calling agents, their safety evaluations still focus primarily on their ability to refuse harmful requests in text. We investigate whether the refusal behavior in text…

Ekagra Gupta, Raj Saha, Aniekan-Abasi Inyang, Adam Al Gharib·arXiv — cs.AI
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  • 01.arXiv:2610.28982v1 Announce Type: new Abstract: While large language models are increasingly deployed as tool-calling agents, their safety evaluations still focus primarily on their ability to refuse harmful requests in text
  • 02.We investigate whether the refusal behavior in text…

This material is provided as an extended analytical summary.

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