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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 021: isolate post-selection bias on `Resource estimation stubs` — memo `660585 [21]`

Lesson 021: Resource estimation stubs

Focus

Document classical post-processing: it often dominates wall-clock and interpretability. Token Resource estimation stubs:21 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 `spike` |

Hypothesis `parity oscillation damping` ties lesson 21 to observables not vibes.

Practice

Practice Attach rollback notes if transpilation swaps exceed a chosen depth ceiling. — 21 Bump literals mindset by 6.