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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 101: stress-test transpilation ladders on `Algorithm family selection drills` — memo `118396 [101]`

Lesson 101: Algorithm family selection drills

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Algorithm family selection drills:101 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 `success amplification lift` ties lesson 101 to observables not vibes.

Practice

Practice Paste the circuit scaffold into an experiment wiki stub and annotate topology constraints. — 101 Bump literals mindset by 4.