← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 113: budget shots against calibration drift on `Coherence budgeting worksheets` — memo `473103 [113]`

Lesson 113: Coherence budgeting worksheets

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Coherence budgeting worksheets:113 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Calibration freshness matrix

| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-6h | SPAM delta < 0.02 | cal-oncall-2 |
| TB1-23h | randomized benchmarking shift | ops-0 |
Drill: cite which sentinel invalidates queued jobs for lesson L113.

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 113 Bump literals mindset by 21.