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Reka Rho-1: shared-state discrete/continuous omni-model integration

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.

What is recorded here?

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.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

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.

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English catalogue narrative

Reka Rho-1: shared-state discrete/continuous omni-model integration

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

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.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

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.

Original sources