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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 140: compare topology-native vs bridged swaps on `Cost models for QPUs` — memo `165800 [140]`

Lesson 140: Cost models for QPUs

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Cost models for QPUs:140 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Simulator-vs-hardware rollup

| Artefact | Honesty check |
|----------|---------------|
| Exact statevector (n<21) | qubit ceiling note |
| Noisy emulation | pauli/channel parity |
| Device trace | leakage / crosstalk tag `med` |

Hypothesis `parity oscillation damping` ties lesson 140 to observables not vibes.

Practice

Practice Paste the circuit scaffold into an experiment wiki stub and annotate topology constraints. — 140 Bump literals mindset by 23.