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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 161: isolate post-selection bias on `Error mitigation RACI rehearsals` — memo `617625 [161]`

Lesson 161: Error mitigation RACI rehearsals

Focus

Bias toward repeatable experiment notebooks: circuits, mitigation settings, timestamps. Token Error mitigation RACI rehearsals:161 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Calibration freshness matrix

| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-4h | SPAM delta < 0.015 | cal-oncall-2 |
| TB1-28h | randomized benchmarking shift | ops-2 |
Drill: cite which sentinel invalidates queued jobs for lesson L161.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 161 Bump literals mindset by 32.