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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 136: trace coherence vs circuit depth on `Cost models for QPUs` — memo `880061 [136]`

Lesson 136: Cost models for QPUs

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Cost models for QPUs:136 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-2547`
Rollback triggers: CX depth > THRESH-188 OR queue SLA breach without mitigation flip.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 136 Bump literals mindset by 37.