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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 133: budget shots against calibration drift on `Simulator honesty boundaries` — memo `559868 [133]`

Lesson 133: Simulator honesty boundaries

Focus

Prefer falsifiable hypotheses (shot count, fidelity floor) over buzzword proofs-of-concepts. Token Simulator honesty boundaries:133 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

VQE rehearsal card

H_SUBSPACE_TAG: VS-36
ANSATZ_BLOCKS: repetitions R=4
CLASSICAL_OPTIM: COBYLA
CONVERGENCE_GUARD: plateau_epochs > 5 ⇒ widen shot budget memo
ENERGY_CI: tracked alongside parameter shift noise

Practice

Practice Attach rollback notes if transpilation swaps exceed a chosen depth ceiling. — 133 Bump literals mindset by 7.