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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 114: document mitigation knobs per hardware gen on `Variational loop sketchpads` — memo `756196 [114]`

Lesson 114: Variational loop sketchpads

Focus

Assume every diagram must map to topology and basis gates—not textbook abstractions alone. Token Variational loop sketchpads:114 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Calibration freshness matrix

| Window | Drift sentinel | Owner |
|--------|----------------|-------|
| TB0-7h | SPAM delta < 0.0225 | cal-oncall-0 |
| TB1-23h | randomized benchmarking shift | ops-3 |
Drill: cite which sentinel invalidates queued jobs for lesson L114.

Practice

Practice Paste the circuit scaffold into an experiment wiki stub and annotate topology constraints. — 114 Bump literals mindset by 11.