Anthropic’s Claude Designs Quantum Circuits That Beat Published Benchmarks
Anthropic researchers used Claude to generate quantum circuit designs for eight computational primitives. In seven cases the AI found versions that needed fewer Toffoli gates and fewer qubits than the best previously published algorithms, according to a research post published Thursday, Oct. 16, 2026. A companion paper, “Discovering state-of-the-art quantum circuits with large language models,”
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