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Manit Baser

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#artificial intelligence May 2026

Relevance as a Vulnerability: How Web Retrieval Degrades Safety Alignment in LLM Agents

This work introduces AgentREVEAL, a diagnostic framework for analyzing retrieval-induced safety degradation in LLM agents, and uncovers the Safe Source Paradox, a safety-utility trade-off for retrieval-enabled agents.

Aditya Nawal, Manit Baser, M. Gurusamy · arXiv.org · 0 citations