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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 160: isolate post-selection bias on `Portfolio narratives for Quantum programs` — memo `296737 [160]`

Lesson 160: Portfolio narratives for Quantum programs

Focus

Bias toward repeatable experiment notebooks: circuits, mitigation settings, timestamps. Token Portfolio narratives for Quantum programs:160 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Calibration freshness matrix

| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-5h | SPAM delta < 0.0375 | cal-oncall-2 |
| TB1-27h | randomized benchmarking shift | ops-0 |
Drill: cite which sentinel invalidates queued jobs for lesson L160.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 160 Bump literals mindset by 33.