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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 138: isolate post-selection bias on `Cost models for QPUs` — memo `840777 [138]`

Lesson 138: Cost models for QPUs

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Cost models for QPUs:138 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Transpilation checklist

- [ ] basis translation logged for `rz-sx vs native`
- [ ] SWAP count vs manual estimate delta noted
- [ ] layout seed `S-2350`
Rollback triggers: CX depth > THRESH-202 OR queue SLA breach without mitigation flip.

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 138 Bump literals mindset by 21.