BWhat changed
Jointly trained text-to-video and image-to-video tasks with native multishot support, combining curated caption data, video-specific post-training rewards and multistage inference distillation.
Scientific scope
Jointly trained text-to-video and image-to-video tasks with native multishot support, combining curated caption data, video-specific post-training rewards and multistage inference distillation. Diffusion, RLHF and distillation have predecessors. Acquired delta is documented multishot/task integration, not the later Seedance1.5 native-audio system. Source-specific speed/leaderboard figures are not exported as current or universal results.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Diffusion, RLHF and distillation have predecessors. Acquired delta is documented multishot/task integration, not the later Seedance1.5 native-audio system. Source-specific speed/leaderboard figures are not exported as current or universal results.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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