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Diffusion models struggle to keep hands and faces steady across frames because they lack temporal consistency rules. The fix involves frame-by-frame inspection at full resolution, inpainting targeted regions, and keeping prompts simple with one clear action. Netflix open-sourced VOID in April 2026 for video object-inpainting.
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