AWhat changed
Compressed videos with a temporally causal discrete tokenizer and generated tokens with a text-conditioned masked transformer, combining image/text and video/text data for variable-length prompt sequences.
Scientific scope
Compressed videos with a temporally causal discrete tokenizer and generated tokens with a text-conditioned masked transformer, combining image/text and video/text data for variable-length prompt sequences. Masked generation, transformers and discrete autoencoders are inherited. Variable-length generation is an architectural capability, not arbitrarily long semantic/visual coherence or unlimited compute. Original2022 snapshot controls.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Masked generation, transformers and discrete autoencoders are inherited. Variable-length generation is an architectural capability, not arbitrarily long semantic/visual coherence or unlimited compute. Original2022 snapshot controls.
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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