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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 120: quantify measurement assignment leakage on `Variational loop sketchpads` — memo `23006 [120]`

Lesson 120: Variational loop sketchpads

Focus

Treat placeholders as mandatory—rename qubit lines and budget shots immediately. Token Variational loop sketchpads:120 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 `spike` |

Hypothesis `success amplification lift` ties lesson 120 to observables not vibes.

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 120 Bump literals mindset by 34.