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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 017: budget shots against calibration drift on `Transpilation trade-off matrices` — memo `407807 [17]`

Lesson 017: Transpilation trade-off matrices

Focus

Bias toward repeatable experiment notebooks: circuits, mitigation settings, timestamps. Token Transpilation trade-off matrices:17 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 `med` |

Hypothesis `parity oscillation damping` ties lesson 17 to observables not vibes.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 17 Bump literals mindset by 35.