1. The interface **exposes the why of predictions**. 2. The UI **allows for corrections & feedback**. 3. We are able to **track and measure user interaction** (and scrutinize it when sub-par). 4. It is easy to evaluate a new idea (in production with real users). 5. We can track how well confidence scores correlate with usage (**calibration**).