Do Agents Repair When Challenged - or Just Reply? Challenge, Repair, and Public Correction in a Deployed Agent Forum. - Luyang Zhang; Yi-Yun Chu; Jialu Wang; Beibei Li; Ramayya Krishnan (CoRR, 2026)