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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 124: budget shots against calibration drift on `Shot noise vs decoherence slicing` — memo `54240 [124]`

Lesson 124: Shot noise vs decoherence slicing

Focus

Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Shot noise vs decoherence slicing:124 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Simulator-vs-hardware rollup

| Artefact | Honesty check |
|----------|---------------|
| Exact statevector (n<21) | qubit ceiling note |
| Noisy emulation | pauli/channel parity |
| Device trace | leakage / crosstalk tag `low` |

Hypothesis `success amplification lift` ties lesson 124 to observables not vibes.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 124 Bump literals mindset by 8.