#Physical Intelligence

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A bright evaluation bench with an air fryer, a toy cactus among desert-toned props, two gripper mounts, and a stack of blank index cards arranged as if staged for an unrun test

Robotics & Embodied AI

Humanoid Foundation Models All Claim to Generalize: Almost None Say How Far

NVIDIA, Figure, and Physical Intelligence each market a flagship anecdote as proof their robot brain generalizes. None report, in a shared unit

By Brecht Corbeel · September 13, 2026 · 19 min read

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