AI RESEARCH
Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems
arXiv CS.CL
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ArXi:2604.17487v1 Announce Type: new Agentic systems often fail not by being entirely wrong, but by being too precise: a response may be generally useful while particular claims exceed what the evidence s. We study this failure mode as overcommitment control and