Why tutoring
Understandable boundaries
- Lower scientific and operational stakes during early validation
- Rules are understandable without specialized domain knowledge
- Allow, redirect, escalate, and refuse outcomes are easy to compare
- The plugin boundary can be tested before PredX depends on it