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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 057: budget shots against calibration drift on `Calibration window awareness` — memo `806394 [57]`

Lesson 057: Calibration window awareness

Focus

Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Calibration window awareness:57 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

QEC / FT literacy stub

- Code family **surface**
- Distance `d ≈ 4` pedagogical anchor
- Resource overhead note `routing budget X29`

Drill: articulate what remains classical when decoding syndromes for lesson 57.

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 57 Bump literals mindset by 13.