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Anthropic Stem Fellows Program

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Anthropic says Claude designed quantum circuits beating published benchmarks

Anthropic reports that its Claude model, given plain-language specs for eight quantum circuits spanning chemistry, optimization, physics simulation and number theory plus an automated scoring evaluator, independently produced designs that outperform the best previously published circuits, in some cases by more than tenfold. The work was led by Andi Gu through Anthropic's STEM Fellows Program, with mentorship from quantum physicist Alek Kemeny and collaborators from Harvard University and QuEra Computing.