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Discovering state-of-the-art quantum circuits with large language models

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In seven of the eight tasks, the discovered circuits significantly reduce both Toffoli and qubit counts relative to the state of the art.

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https://arxiv.org/abs/2610.22367
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  1. Nov 3, 2026Entered the graphEntered the graph; no copy stored