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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 145: budget shots against calibration drift on `Research-to-production handoffs` — memo `193440 [145]`

Lesson 145: Research-to-production handoffs

Focus

Treat placeholders as mandatory—rename qubit lines and budget shots immediately. Token Research-to-production handoffs:145 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Noise-model YAML lite

model_id: QN-27709
pauli_twirl: "warm_start"
  depolarizing_p: 0.01956
  readout_assignment: asymmetric_0
  lesson_anchor: cohort_2

Practice

Practice Pair device SME review for basis translation—even on toy circuits. — 145 Bump literals mindset by 23.