Robot VLA work is being tested against time, contact, and missing evidence
Robot vision-language-action (VLA) work this week is judged by execution details: memory, recovery, occlusion, contact timing, and task-specific labels.
Topic summary
Contact Control
Robot VLA Evaluation Blind Spots
Robot VLA teams can act on three near-term changes: standardize physical rollouts before comparing policies, separate sensor update rates for contact-heavy control, and score demonstration labels with interaction…