Answer Only as Precisely as Justified: Calibrated Claim-Level Specificity Control for Agentic Systems
arXiv:2604.17487v1 Announce Type: new
Abstract: 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 supports. We study this failure mode …