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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 021: pair classical optimizers with job IDs on `Resource estimation stubs` — memo `671085 [21]`

Lesson 021: Resource estimation stubs

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Resource estimation stubs:21 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Readout RACI capsule

readout_bundle_id: RO-21
mitigation_modes:
  - zne_extrap_v0
  - symmetry_confirm
default_discard_thresh: 1.08
owner_hotline: roc-oncall-adv
lesson_ref: LX-21

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 21 Bump literals mindset by 4.