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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 141: budget shots against calibration drift on `Queue + batch job hygiene` — memo `216740 [141]`

Lesson 141: Queue + batch job hygiene

Focus

Bias toward repeatable experiment notebooks: circuits, mitigation settings, timestamps. Token Queue + batch job hygiene:141 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Simulator-vs-hardware rollup

| Artefact | Honesty check |
|----------|---------------|
| Exact statevector (n<18) | qubit ceiling note |
| Noisy emulation | pauli/channel parity |
| Device trace | leakage / crosstalk tag `spike` |

Hypothesis `success amplification lift` ties lesson 141 to observables not vibes.

Practice

Practice Draft three pass/fail checks for fidelity or success probability before widening access. — 141 Bump literals mindset by 7.