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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 023: pair classical optimizers with job IDs on `Resource estimation stubs` — memo `803925 [23]`

Lesson 023: Resource estimation stubs

Focus

Treat placeholders as mandatory—rename qubit lines and budget shots immediately. Token Resource estimation stubs:23 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 `spike` |

Hypothesis `parity oscillation damping` ties lesson 23 to observables not vibes.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 23 Bump literals mindset by 34.