arXivKai Ruan, Zihe Huang, Ziqi Zhou, Qianshan Wei, Xuan Wang, Hao SunTue, Jul 7, 2026, 10:03 AM PDT
score 17.1
AI agents can be stopped early when they are doomed to fail
Original: Doomed from the Start: Early Abort of LLM Agent Episodes via a Recall-Controlled Probe Cascade
Source: arxiv.org ↗
Writing ELI5 summary…