CLIFT: Conformal Self-Verification for Web Agent Training and Test-Time Scaling.

arXiv:2610.06829v1 Announce Type: cross Abstract: Open-source web agents are now strong enough to execute realistic browser tasks, but training them with reinforcement learning still depends on weak supervision: binary task success is too sparse for credit ass