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Machine Heart
Machine Heart
Apr 3, 2026 · Artificial Intelligence

Generalist’s GEN-1 Robot Model Achieves 99% Task Success and Emergent Physical Reasoning

Generalist’s new GEN-1 robot model boosts task success from 64% to 99%, cuts execution time threefold, and exhibits emergent physical commonsense by handling unexpected situations, thanks to training on over 500,000 hours of human‑captured motion data, signaling a scaling‑driven leap in embodied AI.

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Generalist’s GEN-1 Robot Model Achieves 99% Task Success and Emergent Physical Reasoning