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autoregressive drift 1clifford+t optimization 1edge llm inference 1energy-efficient computing 1fault-tolerant computing 1gpu-npu co-execution 1heterogeneous scheduling 1micro-batching 1quantum circuit synthesis 1transformer models 1

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quant-ph2026

When Close Enough Is Not Enough: Autoregressive Drift in Quantum Circuit Synthesis

Mehdi Saeedi, Eddie Richter, Paul Hartke

The paper studies using a large encoder‑decoder transformer to synthesize fault‑tolerant quantum circuits, showing it works well when post‑processing can correct continuous paramet…