Queued subsystem lab for resource telemetry, canary process state, stage health, and how remote scientific runs become inspectable operations.
Queued subsystem lab for read-only source posture, lab-owned raw data, output custody, scratch policy, and source-duration truth.
Queued subsystem lab for portable weights, profiles, calibration artifacts, critic reports, rejected examples, and training evidence.
Queued subsystem lab for replacing fixed-duration assumptions with metadata-confirmed full-source movie coverage and critic agreement.
Queued subsystem lab for profile critics, neuroscience critics, condition governors, event adjudicators, and figure-readiness authorities.
Queued subsystem lab for how working knowledge, evidence artifacts, figures, and review decisions become durable Labs studies.
