Data Quality Auditing

An audit of 4,940 robot episodes found a four-to-one idle-time gap inside one lab's data

Thirteen public LeRobot datasets cleared every integrity check on default thresholds, while the same tool's behaviour layer measured median idle time of 20.8% on one xArm task and 83.3% on another from the same rig.