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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 142: budget shots against calibration drift on `Research-to-production handoffs` — memo `442020 [142]`

Lesson 142: Research-to-production handoffs

Focus

Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Research-to-production handoffs:142 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Transpilation checklist

- [ ] basis translation logged for `iswap+cz blend`
- [ ] SWAP count vs manual estimate delta noted
- [ ] layout seed `S-2738`
Rollback triggers: CX depth > THRESH-161 OR queue SLA breach without mitigation flip.

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 142 Bump literals mindset by 11.