[KongchangAI]
Unverified50% confidenceFactExact time

Actor Labs' excavator experiment deployed Physical Intelligence's π0.5 onto an excavator, combined with large-scale real data from industrial operators to train the policy, and completed a task with only 200 trajectories, exposing the shortcomings of the purely data-driven route: extremely low data efficiency and limited multi-task capability.

1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/14/2026
First Seen
Valid until: 1/12/2027

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