Claude sets records in 7 quantum circuit tasks

A team from Harvard and Anthropic demonstrated that Claude improved resource efficiency in 7 out of 8 tasks by redesigning quantum circuits. However, the notable 17-fold improvement was measured against a previous design using fewer qubits, not against the best design across all metrics.