Quantum AI · Advanced

Open lessons alphabetically—the early slots merge bundled long-form pages; later drills rotate circuit scaffolds, calibration matrices, mitigation YAML, and shot-budget tableaux seeded per lesson.

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Showing page 1 of 6 · 170 lessons total

Quantum AI Advanced — 001: Surface codes at a glance

2D locality and high thresholds—common blueprint.

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Quantum AI Advanced — 002: Fault-tolerant thresholds

When error correction becomes beneficial.

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Quantum AI Advanced — 003: NISQ hardware constraints

Connectivity, calibration, and limited depth.

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Quantum AI Advanced — 004: Superconducting qubits overview

Josephson junctions and microwave control.

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Quantum AI Advanced — 005: Trapped-ion systems overview

High fidelity gates and all-to-all connectivity in small registers.

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Quantum AI Advanced — 006: Simulators vs quantum hardware

When classical emulation suffices.

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Quantum AI Advanced — 007: Quantum networking primer

Entanglement distribution and repeaters.

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Quantum AI Advanced — 008: pair classical optimizers with job IDs on `Error mitigation RACI rehearsals` — memo `571822 [8]`

Fault-tolerance vocabulary `Error mitigation RACI rehearsals` sprint. mix `158989`; digest `Error mitigation RACI rehearsals`.

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Quantum AI Advanced — 009: quantify measurement assignment leakage on `Error mitigation RACI rehearsals` — memo `420472 [9]`

Variational `Error mitigation RACI rehearsals` traceability note. mix `101383`; digest `Error mitigation RACI rehearsals`.

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Quantum AI Advanced — 010: compare topology-native vs bridged swaps on `Error mitigation RACI rehearsals` — memo `519549 [10]`

Synthetic Quantum AI `Error mitigation RACI rehearsals` circuit drill. mix `178724`; digest `Error mitigation RACI rehearsals`.

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Quantum AI Advanced — 011: reconcile noisy simulators vs device traces on `Transpilation trade-off matrices` — memo `315850 [11]`

Fault-tolerance vocabulary `Transpilation trade-off matrices` sprint. mix `74024`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 012: trace coherence vs circuit depth on `Transpilation trade-off matrices` — memo `206954 [12]`

Synthetic Quantum AI `Transpilation trade-off matrices` circuit drill. mix `107737`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 013: reconcile noisy simulators vs device traces on `Transpilation trade-off matrices` — memo `15064 [13]`

Benchmark-sceptic `Transpilation trade-off matrices` worksheet. mix `166825`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 014: quantify measurement assignment leakage on `Transpilation trade-off matrices` — memo `184378 [14]`

Teaching `Transpilation trade-off matrices` with ISA nouns. mix `86239`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 015: simulate queue-depth failure modes on `Transpilation trade-off matrices` — memo `91080 [15]`

Benchmark-sceptic `Transpilation trade-off matrices` worksheet. mix `79731`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 016: simulate queue-depth failure modes on `Transpilation trade-off matrices` — memo `603144 [16]`

Fault-tolerance vocabulary `Transpilation trade-off matrices` sprint. mix `157055`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 017: negotiate fidelity floors with stakeholders on `Transpilation trade-off matrices` — memo `363938 [17]`

Queue-incident `Transpilation trade-off matrices` walkthrough. mix `206277`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 018: budget shots against calibration drift on `Transpilation trade-off matrices` — memo `676398 [18]`

Variational `Transpilation trade-off matrices` traceability note. mix `140759`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 019: compare topology-native vs bridged swaps on `Transpilation trade-off matrices` — memo `231972 [19]`

Hardware-shaped `Transpilation trade-off matrices` rehearsal. mix `179042`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 020: quantify measurement assignment leakage on `Transpilation trade-off matrices` — memo `325284 [20]`

Benchmark-sceptic `Transpilation trade-off matrices` worksheet. mix `228926`; digest `Transpilation trade-off matrices`.

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Quantum AI Advanced — 021: pair classical optimizers with job IDs on `Resource estimation stubs` — memo `671085 [21]`

Hardware-shaped `Resource estimation stubs` rehearsal. mix `233213`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 022: chart error-mitigation rollback paths on `Resource estimation stubs` — memo `404137 [22]`

Synthetic Quantum AI `Resource estimation stubs` circuit drill. mix `190126`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 023: pair classical optimizers with job IDs on `Resource estimation stubs` — memo `803925 [23]`

Hardware-shaped `Resource estimation stubs` rehearsal. mix `231842`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 024: stress-test transpilation ladders on `Resource estimation stubs` — memo `539059 [24]`

Teaching `Resource estimation stubs` with ISA nouns. mix `178512`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 025: chart error-mitigation rollback paths on `Resource estimation stubs` — memo `572794 [25]`

Teaching `Resource estimation stubs` with ISA nouns. mix `177180`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 026: document mitigation knobs per hardware gen on `Resource estimation stubs` — memo `382787 [26]`

Teaching `Resource estimation stubs` with ISA nouns. mix `227505`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 027: compare topology-native vs bridged swaps on `Resource estimation stubs` — memo `191521 [27]`

Fault-tolerance vocabulary `Resource estimation stubs` sprint. mix `206236`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 028: reconcile noisy simulators vs device traces on `Resource estimation stubs` — memo `643842 [28]`

Queue-incident `Resource estimation stubs` walkthrough. mix `141193`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 029: simulate queue-depth failure modes on `Resource estimation stubs` — memo `828345 [29]`

Teaching `Resource estimation stubs` with ISA nouns. mix `201646`; digest `Resource estimation stubs`.

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Quantum AI Advanced — 030: simulate queue-depth failure modes on `Resource estimation stubs` — memo `2446 [30]`

Queue-incident `Resource estimation stubs` walkthrough. mix `246863`; digest `Resource estimation stubs`.

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