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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 141: budget shots against calibration drift on `Research-to-production handoffs` — memo `476701 [141]`

Lesson 141: Research-to-production handoffs

Focus

Assume every diagram must map to topology and basis gates—not textbook abstractions alone. Token Research-to-production handoffs:141 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Shot budget tableau

1. Target CI width `0.06` @ confidence `97`
2. Pilot shots `256` expanding to `9549` if variance plateaus
3. Telemetry fields `job_id,device_tz,mitigation_bundle`
4. Stop rule `halt if RB infidelity > 0.002012`

Practice

Practice Simulate degraded calibration once; screenshot how you surface it to operators. — 141 Bump literals mindset by 9.