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    Omni-world models for physical-world AI

    Reka Labs has shared research on unifying vision-language-action and world-model approaches under a single backbone.

    RekaRE
    1 Source, 20d ago, first seen 20d ago

    TLDR

    Reka Labs contrasts vision-language models, which take in language and images and output language, with omni models that take in and produce language, images, video and actions. Its research makes the case for combining vision-language-action and world-model approaches under one backbone for physical-world intelligence.

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    1 Source, first seen 20d ago

    Combined views

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    1 Source, first seen 20d ago

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    1 Source

    Reka@RekaAILabsVLMs: language, image → language. Omni: language, image, video, actions → language, image, video, actions. 🚪 Same doors in. It is the way out that changes. New #AIresearch from Reka Labs on omni-world models shares why unifying VLA and world-model (WAM) approaches under one backbone matters for physical-world intelligence. https://reka.ai/labs/research/evolution-of-llms-omni-world-models #MultimodalAI #WorldModels #PhysicalAI20d

    1 Source

    Reka@RekaAILabsVLMs: language, image → language. Omni: language, image, video, actions → language, image, video, actions. 🚪 Same doors in. It is the way out that changes. New #AIresearch from Reka Labs on omni-world models shares why unifying VLA and world-model (WAM) approaches under one backbone matters for physical-world intelligence. https://reka.ai/labs/research/evolution-of-llms-omni-world-models #MultimodalAI #WorldModels #PhysicalAI20d