PHYSICAL AI · RELEASE TESTING
The software worked.
The robot failed.
A runtime update looked better in isolation—but made one decision arrive too late for a moving robot task.
PROPOSED AI RUNTIME UPDATEComponent checks: PASS
- ✓ 30% higher throughput
- ✓ Identical model outputs
- ✓ Build and APIs passed
THE PHYSICAL TEST
The package moved.
The gripper closed too late.
Under operating load, one decision arrived 180 ms late. The gate tests the complete moving task—not only its components.
0 msdecision delay
PICKUP POINT
PACKAGE
REPLAYING MOVING TASK
PHYSICAL RELEASE GATE