StepBench: Diagnosing Real-World Procedural Understanding in AI Agents.

arXiv:2610.26679v1 Announce Type: new Abstract: Evaluating an agent's planning ability remains challenging for open-domain tasks, where verifying procedures through execution is often impractical. Existing evaluations typically assess only the final plan and d