Figure demonstrates Helix package triaging with faster-than-demonstrator handling

Evidence notes

• A stereo multiscale vision pipeline increased throughput by 60% over the monocular baseline and generalized to flat envelopes absent from the training set.
• At a 50% inference-time speed increase, the policy handled objects faster than its expert demonstrations while retaining cross-robot transfer through learned visual self-calibration.