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Claude Mythos 5 autonomously generated novel quantum circuit architectures that significantly reduce gate counts for specific tasks like elliptic curve computations and DQI decoding. By iteratively refining designs without human intervention, the model demonstrated the ability to balance qubit usage against operational efficiency in chemistry and number theory applications. This marks a substantive advancement in automated quantum algorithm design rather than incidental AI application.
Claude Mythos 5 independently developed quantum circuits that are orders of magnitude more efficient than the best known

Anthropic's Claude Mythos 5 model has developed new quantum computing schemes that require an order of magnitude fewer operations in certain tasks than previously published solutions. The model operated in an automated cycle: it proposed a scheme, received an evaluation from a program that verified its correctness and computational cost, and then refined the next iteration. No human…
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