# Threshold trade-off

The same predictions under changing thresholds and production costs.

## Transcript

- **00:00:00.000–00:00:06.000** Keep the prediction scores fixed while the threshold moves.
- **00:00:06.000–00:00:12.000** A lower threshold catches more defects and can create more false alarms.
- **00:00:12.000–00:00:18.000** A higher threshold reduces alarms and can miss more true defects.
- **00:00:18.000–00:00:24.000** Choose the operating point from production costs, then freeze and report it.

## Accessibility and claim boundary

The poster is the complete static equivalent. Captions and transcript derive from the same reviewed Caption JSON source. Synthetic examples teach relationships; they do not certify a production detector.