Queued subsystem lab for portable weights, profiles, calibration artifacts, critic reports, rejected examples, and training evidence.
The Lab Platform as a Hierarchical Research Operating System
A research-grade model of the Labs platform as the surface where data-center-backed engineering and science work is documented, visualized, reviewed, and iteratively improved by humans and Codex.
UnifiedFlow Remote Run Telemetry and Health Evidence
Queued subsystem lab for resource telemetry, canary process state, stage health, and how remote scientific runs become inspectable operations.
UnifiedFlow Full-Source Rerun Readiness
Queued subsystem lab for replacing fixed-duration assumptions with metadata-confirmed full-source movie coverage and critic agreement.
UnifiedFlow Domain Onboarding and Scientific Programs
Queued subsystem lab for bringing new science and engineering domains onto UnifiedFlow, with neuroscience and calcium imaging as the first concrete path.
UnifiedFlow Worker Admission and Capability Routing
Queued subsystem lab for how machines become approved UnifiedFlow capacity through bootstrap evidence, heartbeat, capability profiles, leases, and bounded assignment.