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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 129: pair classical optimizers with job IDs on `Shot noise vs decoherence slicing` — memo `32290 [129]`

Lesson 129: Shot noise vs decoherence slicing

Focus

Assume every diagram must map to topology and basis gates—not textbook abstractions alone. Token Shot noise vs decoherence slicing:129 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Simulator-vs-hardware rollup

| Artefact | Honesty check |
|----------|---------------|
| Exact statevector (n<20) | qubit ceiling note |
| Noisy emulation | pauli/channel parity |
| Device trace | leakage / crosstalk tag `low` |

Hypothesis `success amplification lift` ties lesson 129 to observables not vibes.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 129 Bump literals mindset by 15.