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Quanta GenAI Curriculum · Quantum AI · Basic

Quantum AI Basic — 119: reconcile noisy simulators vs device traces on `Variational loop sketchpads` — memo `624727 [119]`

Lesson 119: Variational loop sketchpads

Focus

Document classical post-processing: it often dominates wall-clock and interpretability. Token Variational loop sketchpads:119 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Transpilation checklist

- [ ] basis translation logged for `rz-sx vs native`
- [ ] SWAP count vs manual estimate delta noted
- [ ] layout seed `S-1561`
Rollback triggers: CX depth > THRESH-207 OR queue SLA breach without mitigation flip.

Practice

Practice List five failure signatures unique to your organiser’s QPUs or simulators. — 119 Bump literals mindset by 16.