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Instead of trusting black-box scalar scores to evaluate world models, video verification can match end-to-end VLM recall while producing fully auditable, spatiotemporally grounded physical proofs of failure.
Sorting prompts by their reliability can dramatically enhance the effectiveness of on-policy distillation, leading to superior performance in complex tasks.
