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The Weighted Average

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Lightwheel opens 100,000 hours of robot data

Lightwheel AI opened EgoSuite-Open100K, an egocentric human dataset covering 100,000 hours across more than 15,000 tasks and scenes, according to the Hugging Face collection. The release is rolling out through annotated subsets—EgoStandard, EgoPro, and EgoDemo—with the collection describing the license as commercial-friendly. Robotics teams should file this as a data-availability milestone for imitation and world-model work, not proof of downstream robot competence, alongside the archive’s physical-AI funding analysis, and still audit consent, coverage, and task transfer before training on it.