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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 131: document mitigation knobs per hardware gen on `Cost models for QPUs` — memo `302378 [131]`

Lesson 131: Cost models for QPUs

Focus

Assume every diagram must map to topology and basis gates—not textbook abstractions alone. Token Cost models for QPUs:131 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-1 |
| TB1-25h | randomized benchmarking shift | ops-1 |
Drill: cite which sentinel invalidates queued jobs for lesson L131.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 131 Bump literals mindset by 26.