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# Video Professional Motion Editing

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  1. arXiv

    Professional motion editing stops guessing from one instruction: an agent finds a demo, self-checks it, and Stoppie no longer becomes Wheelie

    Professional motion video editing now has an agent retrieve and self-check a demonstration clip, then hand it with a grounded prompt to a frozen editor; across 314 professional motion tasks, Seedance 2.0 rises from 55.1 to 65.6 and MiniMax-H3 from 51.2 to 64.5.

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