Quantinuum published results from their 98-qubit Helios processor showing 48 error-corrected logical qubits at a near 2:1 physical-to-logical ratio using Iceberg codes — a year ago, conventional wisdom said you'd need hundreds or thousands of physical qubits per logical qubit. Separately, Fujitsu and the University of Osaka announced a framework that cuts the qubit requirements for a molecular energy calculation by 80×, bringing a workload from thousands of years down to about 35 days on near-term hardware. And Conductor Quantum released CODA MCP, which lets AI coding assistants like Claude drive real quantum hardware from your editor — 1,000+ qubits across IBM, IonQ, Rigetti, and Quantinuum, no account setup needed.
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