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VLAs are dead, long live World Action Models - a summary of Jim Fan's Robotics End Game talk

DEV Community·YK Sugi·19 days ago
#wPZ8O9HB
#dream#tier#ai#robotics#models#robot
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"Our generation was born too late to explore the Earth and too early to explore the stars, but we are born just in time to solve robotics." -- Jim Fan, AI Ascent 2026 That's how Jim Fan closed his talk at Sequoia's AI Ascent 2026 - and it might be the most concise summary of where robotics stands right now. Fan leads Nvidia's embodied autonomous research group (essentially Nvidia Robotics). At last year's AI Ascent he was a standout presenter. This year, he came back with a bolder claim: robotics is entering its end game, and the playbook is already written - because it's the same one that LLMs already followed. Here's a breakdown of his 20-minute talk. The Great Parallel Fan's core thesis is what he calls "the great parallel" - the idea that robotics will follow the exact same trajectory as large language models.…

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