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This is an unrefereed arXiv preprint describing a technical framework for video world models; it reports computational benchmarks on synthetic video generation tasks but lacks peer review and clinical or real-world validation.
AUG 19, 2026 · PREPRINT
arXiv
This is a methods/algorithm paper demonstrating a training-free optimization technique for video transformers with measured speedups and quality preservation, but lacks clinical or patient-outcome validation and has not been peer reviewed.