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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 039: quantify measurement assignment leakage on `Readout mitigation vocabulary` — memo `804038 [39]`

Lesson 039: Readout mitigation vocabulary

Focus

Bias toward repeatable experiment notebooks: circuits, mitigation settings, timestamps. Token Readout mitigation vocabulary:39 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

VQE rehearsal card

H_SUBSPACE_TAG: VS-39
ANSATZ_BLOCKS: repetitions R=2
CLASSICAL_OPTIM: SPSA
CONVERGENCE_GUARD: plateau_epochs > 6 ⇒ widen shot budget memo
ENERGY_CI: tracked alongside parameter shift noise

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 39 Bump literals mindset by 12.