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05 EXPLAIN

Explainable Anomaly Detection

Surface unusual behavior with transparent evidence, confidence, and operator-facing reasoning instead of opaque scores alone.

Research question

What does the system preserve when conditions become uncertain?

What the lab exposes
  • Feature-level evidence
  • Confidence-aware scoring
  • Operator-readable rationale
Method

Interactive, synthetic, inspectable.

The laboratory is preserved as a focused standalone experiment so its controls, visualizations, scenario logic, and evidence remain intact. Open it in a separate tab for the complete interactive surface.