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Notes from the team

Field notes, lessons learned, and opinions we hold strongly. Written by the people who run the programs.

Latest

Latest from the team

Most recent posts first. Click any title to read.

Lessons from 50,000 humanoid trajectories

Five things we learned getting from zero to 50K trajectories across Figure, Optimus, and Apollo. Operator pacing matters more than skill, failure-recovery data is what actually moves production performance, and annotation cost is the dominant cost — not capture.

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Why we built Roborax as a standalone brand

When we first started talking to humanoid robotics teams, three out of four would ask: “You’re inside a $200M BPO — what do you know about robotics data?” Here’s why we chose to spin out the brand while keeping the operational spine.

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