Automation & Agents
Getting the Source Right, Not Just the Fact: Source-Aware Verification for MCP Agents
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Our latest paper, ProvenanceGuard: Source-Aware Factuality Verification for MCP-Based LLM Agents (read it on Hugging Face, or on arXiv in the meantime), targets that gap. The failure mode we care about is one we call cross-source conflation: a claim that is true…