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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 045: budget shots against calibration drift on `Benchmark suite scepticism cards` — memo `741573 [45]`

Lesson 045: Benchmark suite scepticism cards

Focus

Assume every diagram must map to topology and basis gates—not textbook abstractions alone. Token Benchmark suite scepticism cards:45 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

VQE rehearsal card

H_SUBSPACE_TAG: VS-45
ANSATZ_BLOCKS: repetitions R=2
CLASSICAL_OPTIM: COBYLA
CONVERGENCE_GUARD: plateau_epochs > 3 ⇒ widen shot budget memo
ENERGY_CI: tracked alongside parameter shift noise

Practice

Practice Attach rollback notes if transpilation swaps exceed a chosen depth ceiling. — 45 Bump literals mindset by 28.