Cost-Aware Abstention for LLM-Based IT Ticket Classification.

arXiv:2610.31657v1 Announce Type: cross Abstract: Wrong automatic routing of an IT support ticket can cost more than human triage. We evaluate cost-aware abstention as an offline, cost-conditional readiness assessment: select a routing policy on calibration da