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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 065: budget shots against calibration drift on `Topology vs logical layout thinking` — memo `462442 [65]`

Lesson 065: Topology vs logical layout thinking

Focus

Document classical post-processing: it often dominates wall-clock and interpretability. Token Topology vs logical layout thinking:65 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

VQE rehearsal card

H_SUBSPACE_TAG: VS-65
ANSATZ_BLOCKS: repetitions R=2
CLASSICAL_OPTIM: SPSA
CONVERGENCE_GUARD: plateau_epochs > 3 ⇒ widen shot budget memo
ENERGY_CI: tracked alongside parameter shift noise

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 65 Bump literals mindset by 9.