Citation-faithfulness metrics for AI science agents are verifier-dependent (3–18% on identical outputs), and a split-conformal guard provides a finite-sample catch-rate guarantee anchored on human gold.
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Evaluating and Guarding Citation Faithfulness in Agentic Scientific Synthesis
Citation-faithfulness metrics for AI science agents are verifier-dependent (3–18% on identical outputs), and a split-conformal guard provides a finite-sample catch-rate guarantee anchored on human gold.