Surgery day — three real cases through the five-verb loop
The stage runs the whole discipline live: the case queue with its evidence ledgers, the classifier voting and SHAP explaining, the PIM correlation test (r = 0.81), the mobility knobs stepping inside their bounded rails, patient-vs-control verification charts, the rollback told without shame, a day in the loop’s company — and the capstone: eleven human minutes, zero customers who noticed. English karaoke subtitles.
The drop-rate RCA machine — and the RL sleep simulator
Pick a degraded cell and watch the loop run: cause split → classifier verdict with SHAP bars → action → verified recovery. Then tune a reinforcement-learned cell-sleep policy and balance energy against QoS yourself.
Fifteen cards — the whole operating discipline
The five verbs, the queue anatomy, the forensics, the action catalogue, the rails, the verification protocol, and the Monday-morning plan. Filter as you revise.
Every term of the optimization loop
From abstention to the oscillation jail — the working vocabulary of production network AI, searchable.
| term | family | domain / origin | what it means |
|---|
The Module 4 mastery check — the finale
Ten questions from nineteen, reshuffled every load. Pass it and you hold the whole loop: you can detect, diagnose, decide, act and verify — with evidence.