BWhat changed
Combined compressed video history for short-term spatial context with language summaries for long-term semantic events, integrating both into a robot policy for partially observed multistage tasks.
Scientific scope
Combined compressed video history for short-term spatial context with language summaries for long-term semantic events, integrating both into a robot policy for partially observed multistage tasks. Robot memory, video encoders and language summaries are inherited. Fifteen-minute task evidence does not establish unlimited or lossless memory, guaranteed causal reasoning or universal in-context adaptation. Computational budget and error accumulation remain.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. Robot memory, video encoders and language summaries are inherited. Fifteen-minute task evidence does not establish unlimited or lossless memory, guaranteed causal reasoning or universal in-context adaptation. Computational budget and error accumulation remain.
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.
- Torne et al.: short-video and long-text memory for robot policies — original technical report
- Torne et al.: short-video and long-text memory for robot policies — institutional account
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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