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As robotics shifts intelligence from cloud to edge, self-adapting models promise faster decisions, greater autonomy, and new ethical questions about accountability in decentralized machine intelligence.

From a few insect steps, software inferred the goal of walking and taught a larger six-legged robot to handle rough ground and a missing limb.

Generalist AI describes GEN-1.5, which adapts to simple physical tasks in seconds by placing a demonstration in its memory and acting without further weight changes.

China showcased a brain-controlled robot and the world's first AI agent smartphone at WAIC 2026, advancing brain-computer interface and AI technologies.

Dyna-2 demonstrates that scaling first-person recordings of everyday human tasks produces predictable gains in robot performance across embodiments without robot data in pre-training.

China wins first round of physical AI race with 85% of global humanoid robot installations, as U.S. lags; Oren Etzioni analysis reveals deep structural gap.