WorldFailBench: Do World Models Understand Policy Failures?

arXiv:2610.33565v1 Announce Type: cross Abstract: Robot policy evaluation informs deployment decisions and policy improvement, but physical testing and simulator preparation require substantial effort. World models offer a complementary route through closed-lo