LEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agents.

arXiv:2610.22280v1 Announce Type: new Abstract: Computer-use agents increasingly tackle long-horizon tasks, where running a frontier model at every step is expensive and a small open-weight model alone often fails. Weak-to-strong escalation offers a middle gro