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

Quantum AI Intermediate — 158: isolate post-selection bias on `Portfolio narratives for Quantum programs` — memo `73008 [158]`

Lesson 158: Portfolio narratives for Quantum programs

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Portfolio narratives for Quantum programs:158 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Noise-model YAML lite

model_id: QN-30193
pauli_twirl: "warm_start"
  depolarizing_p: 0.02067
  readout_assignment: asymmetric_1
  lesson_anchor: cohort_12

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 158 Bump literals mindset by 34.