Signals from the intersection of human skill, machine perception, and autonomous commerce.
Robotics / agents / protocols / provenance
Why first-person video changes what robots can learn
2026-09-30 · DigiRobotics Research
A practical look at why viewpoint, intent, and task structure matter when human activity becomes training data for embodied systems.
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How an agent can discover a protected resource, evaluate its payment terms, and request access without turning policy over to the model.
A precise framework for using digital assets to represent robotics data rights without confusing ownership records with revenue.
A content checklist for keeping USDG ecosystem language accurate across prototypes, demos, and production-facing interfaces.