Mastery
Test your model on new cases
Whenyou encounter another case of a process
Use your current explanation to predict this case before checking its outcome. Compare with a reliable account. Revise one rule or boundary when needed, then test the revision on another case. Keep returning as new cases appear.
Start tiny
Predict and check one outcome.
SafetyUse recorded examples or safe simulations; do not test hazardous processes.
Evidence grade CPractitioner method or editorial idea
Editorial learning method informed by Cao & Carvalho (2026), Striking the Balance. Read the source ↗ Varied artificial-rule practice supports conditional transfer; this continuing predict/check/revise model notebook is an untested method.
Mastery: Inspect your work, apply a specific correction in later practice and check whether it helped.
