Step-by-step answer
Stretch 60 min6 stepsDoes a learned router beat self-confidence?
Three escalation signals scored on the same recorded Haiku extractions. Haiku rates its own answer in a separate claude -p call, a from-scratch logistic regression predicts failure from four cheap features with stratified cross-validation, and the deterministic verifier from the previous exercise flags problems. They are compared by recall at a fixed false-alarm rate and at the verifier's escalation rate.
Back to the exercise