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PACE: Provenance-Aware Capability Enforcement for Tool-Using LLM Agents.

arXiv:2610.01349v1 Announce Type: cross Abstract: Tool-using large language model (LLM) agents turn generated text into real side effects, so poisoned tool metadata, retrieved pages, memory, and reusable skills can steer the next call. Vetting an artifact befo

arXiv cs.AIResearch source·