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At the All In conference, the author found leading world-model efforts — Yann LeCun’s AMI Labs and Fei-Fei Li’s World Labs (whose Marble demos exist) — are deliberately vague about concrete product plans and timelines; even suppliers like Physicl say they don’t know how their data is being used. Company representatives say they remain in research and building phases and are not disclosing commercialization details.
At TechCrunch Disrupt 2026 (Oct 13–15, Moscone West), Nvidia Inception’s Global Head of Physical AI Les Karpas will present a session arguing robotics has yet to see a ChatGPT-style breakthrough largely because the field lacks internet-scale physical datasets. Karpas will join founders from Shield AI, Colossal Biosciences, FieldAI and Foxglove to discuss simulation, synthetic data and foundation models as ways to bridge the digital-physical gap.
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