Training Needs Trustworthy Worlds: Verified Synthetic Web Environments for Agent Learning.

arXiv:2608.21898v2 Announce Type: replace Abstract: Web agents promise to automate complex digital workflows, but their training remains limited by synthetic environments that look plausible while hiding broken links, inconsistent states, or infeasible tasks.