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Quanta GenAI Curriculum · Quantum AI · Advanced

Quantum AI Advanced — 049: isolate post-selection bias on `Benchmark suite scepticism cards` — memo `270943 [49]`

Lesson 049: Benchmark suite scepticism cards

Focus

Treat placeholders as mandatory—rename qubit lines and budget shots immediately. Token Benchmark suite scepticism cards:49 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Calibration freshness matrix

| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-4h | SPAM delta < 0.035 | cal-oncall-2 |
| TB1-16h | randomized benchmarking shift | ops-2 |
Drill: cite which sentinel invalidates queued jobs for lesson L49.

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 49 Bump literals mindset by 10.