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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 041: compare topology-native vs bridged swaps on `Benchmark suite scepticism cards` — memo `292222 [41]`

Lesson 041: Benchmark suite scepticism cards

Focus

Bias toward repeatable experiment notebooks: circuits, mitigation settings, timestamps. Token Benchmark suite scepticism cards:41 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

VQE rehearsal card

H_SUBSPACE_TAG: VS-41
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 Draft three pass/fail checks for fidelity or success probability before widening access. — 41 Bump literals mindset by 11.