Imagined Rollouts are Kinematic, Not Dynamic: A Diagnosis of Long-Horizon World-Model Failure Paper • 2607.05966 • Published Jul 7 • 3
Validate the Dream Before You Trust Its Verdict: Admissibility for World-Model Simulators Paper • 2607.07196 • Published Jul 8 • 1