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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 033: document mitigation knobs per hardware gen on `Readout mitigation vocabulary` — memo `510066 [33]`

Lesson 033: Readout mitigation vocabulary

Focus

Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Readout mitigation vocabulary:33 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 33 to observables not vibes.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 33 Bump literals mindset by 33.