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      "title": "GEN-1.5 learns physical tasks from a 3-second demonstration without training",
      "source_url": "https://generalistai.com/blog/gen-1.5",
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      "permalink": "https://techflow.svetandroida.cz/en/tip/gen-1-5-learns-physical-tasks-from-a-3-second-demonstration-without-training",
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      "image": "https://generalistai.com/assets/pages/blog/gen-1.5/assets/images/generalist-gen1p5-og.jpg",
      "summary": "Generalist AI's GEN-1.5 model can learn a new robot task within seconds from a single 3–12 second demonstration without additional training. Built on large-scale physical interaction data, the model achieves 59% success with one-shot in-context learning and 83% with few-shot learning, while spontaneously exhibiting zero-shot sim-to-real transfer, compositional chaining of behaviors, and tool improvisation capabilities.",
      "summary_generated_by": "ai",
      "submitted_by": "Petr Mišák",
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      "published_at": "2026-08-21T11:19:33Z",
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