← Curriculum track ← Learn hub
Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 091: trace coherence vs circuit depth on `Small-circuit fidelity heuristics` — memo `464582 [91]`

Lesson 091: Small-circuit fidelity heuristics

Focus

Document classical post-processing: it often dominates wall-clock and interpretability. Token Small-circuit fidelity heuristics:91 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

VQE rehearsal card

H_SUBSPACE_TAG: VS-91
ANSATZ_BLOCKS: repetitions R=2
CLASSICAL_OPTIM: SPSA
CONVERGENCE_GUARD: plateau_epochs > 5 ⇒ widen shot budget memo
ENERGY_CI: tracked alongside parameter shift noise

Practice

Practice Paste the circuit scaffold into an experiment wiki stub and annotate topology constraints. — 91 Bump literals mindset by 12.