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Claude designs smaller quantum circuits across eight tasks
Claude generated smaller quantum circuits in simulations, but the results are not yet peer-reviewed or tested on real hardware.

Anthropic and Harvard researchers report that Claude has produced smaller quantum circuit designs across eight software-evaluated tasks. The designs show large reductions in both gate counts and qubit numbers compared to existing approaches.
The work has not undergone peer review and has not been tested on actual quantum hardware. Independent replication is essential to confirm the results.