Figure 03 hits human parity in 8-hour shift

The transition from highly edited two-minute demo videos to continuous eight-hour endurance runs separates the actual robotics companies from the vaporware.

• –Surviving a full shift without intervention requires extreme mechanical reliability and an AI policy capable of self-correcting real-world edge cases
• –Hitting human parity in manipulation speed proves the immediate commercial viability of humanoids in logistics and fulfillment
• –Figure's reliance on its internal high-rate control models, such as the Helix-02 VLA, is pulling them ahead of competitors still leaning heavily on shared planners or teleoperation