Live-ingested clips drop their raw video after processing — the extracted graph below is still real.
Cross-validation
Narrative vs. mechanical agreement
Two independent detectors — GLM's narrative and Florence's mechanical layer — observe the same footage. Agreement is a real trust signal, not a single model grading its own work.