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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 029: pair classical optimizers with job IDs on `Resource estimation stubs` — memo `746566 [29]`

Lesson 029: Resource estimation stubs

Focus

Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Resource estimation stubs:29 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Calibration freshness matrix

| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-4h | SPAM delta < 0.035 | cal-oncall-3 |
| TB1-14h | randomized benchmarking shift | ops-1 |
Drill: cite which sentinel invalidates queued jobs for lesson L29.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 29 Bump literals mindset by 30.