Is the model's accuracy degrading? Are precision and recall shifting? 2. **Data drift monitoring** — Has the input data distribution changed since training? 3. **Fairness monitoring** — Are outcomes equitable across protected groups? (Chapter 25) 4. **Operational monitoring** — Latency, throughput,