BWhat changed
Integrated language/visual understanding and continuous image/video/action generation through two expert streams with shared attention/KV state, combining next-token and flow objectives in a research-preview system.
Scientific scope
Integrated language/visual understanding and continuous image/video/action generation through two expert streams with shared attention/KV state, combining next-token and flow objectives in a research-preview system. AR-plus-flow, modality experts and shared attention have clear Transfusion/JanusFlow/BAGEL predecessors. Acquired delta is this concrete text/image/video/action/proprioception integration, not first omni architecture or physical AGI. Source explicitly reports long-horizon structural drift, brittle edits and weak temporal grounding. KV state is not a certified persistent physical world; illustrative pipeline latencies are not controlled comparative measurements. Reka Rho-1 is unrelated to Microsoft's2024Rho-1 language-token selection paper.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. AR-plus-flow, modality experts and shared attention have clear Transfusion/JanusFlow/BAGEL predecessors. Acquired delta is this concrete text/image/video/action/proprioception integration, not first omni architecture or physical AGI. Source explicitly reports long-horizon structural drift, brittle edits and weak temporal grounding. KV state is not a certified persistent physical world; illustrative pipeline latencies are not controlled comparative measurements. Reka Rho-1 is unrelated to Microsoft's2024Rho-1 language-token selection paper.
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.
- Reka Rho-1: shared-state discrete/continuous omni-model integration
- Reka Real-Time Video Generation: FastGen/vLLM-Omni integration
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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