Skild AI Shows S1 Model Learning 10-Minute Tasks From One Video
Skild AI founder posted that S1 performs unseen robotics tasks via one-video prompts.

TLDR
Deepak Pathak, Skild AI co-founder, stated that in-context learning for robotics has arrived. The S1 model handles long-horizon tasks over ten minutes that were never seen in pre-training. It receives a single video prompt and executes without fine-tuning. Roozbeh Mottaghi of Skild AI added that the system shows no test-task leakage and manages tasks unfolding over roughly ten minutes. Multiple investors and researchers replied to the post, describing the work as a potential GPT moment for robotics and noting its shift from single prompts to independent long-horizon execution.
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