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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 122: isolate post-selection bias on `Hamiltonian abstraction guards` — memo `770581 [122]`

Lesson 122: Hamiltonian abstraction guards

Focus

Document classical post-processing: it often dominates wall-clock and interpretability. Token Hamiltonian abstraction guards:122 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Shot budget tableau

1. Target CI width `0.065` @ confidence `95`
2. Pilot shots `512` expanding to `5083` if variance plateaus
3. Telemetry fields `job_id,device_tz,mitigation_bundle`
4. Stop rule `halt if RB infidelity > 0.002401`

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 122 Bump literals mindset by 32.