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Quanta GenAI Curriculum · Quantum AI · Intermediate

Quantum AI Intermediate — 156: simulate queue-depth failure modes on `Portfolio narratives for Quantum programs` — memo `59122 [156]`

Lesson 156: Portfolio narratives for Quantum programs

Focus

Separate statistical noise from calibration drift before claiming algorithm wins. Token Portfolio narratives for Quantum programs:156 keeps neighbouring lessons differentiable.

Key ideas

Deep dive notebook

Synthetic drill artefacts

Simulator-vs-hardware rollup

| Artefact | Honesty check |
|----------|---------------|
| Exact statevector (n<23) | qubit ceiling note |
| Noisy emulation | pauli/channel parity |
| Device trace | leakage / crosstalk tag `low` |

Hypothesis `success amplification lift` ties lesson 156 to observables not vibes.

Practice

Practice Paste the circuit scaffold into an experiment wiki stub and annotate topology constraints. — 156 Bump literals mindset by 19.