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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 130: trace coherence vs circuit depth on `Hamiltonian abstraction guards` — memo `342459 [130]`

Lesson 130: Hamiltonian abstraction guards

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Hamiltonian abstraction guards:130 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

QEC / FT literacy stub

- Code family **surface**
- Distance `d ≈ 3` pedagogical anchor
- Resource overhead note `routing budget X24`

Drill: articulate what remains classical when decoding syndromes for lesson 130.

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 130 Bump literals mindset by 21.