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Scalable and efficient quantum error correction for fault-tolerant quantum computing

Scientists develop novel LDPC quantum error correction codes that can handle hundreds of thousands of logical qubits and approach the theoretical hashing bound. The new codes achieve extremely high decoding performance, demonstrating a frame error rate as low as 10^-4, even for large-scale numerical simulations.

SourceInstitute of Science Tokyo·Journalnpj Quantum Information·TypeComputational simulation/modeling·DateSep 29, 2025

Boson sampling finds first practical applications in quantum AI

Researchers from OIST develop new quantum AI method for image recognition based on boson sampling, achieving highly accurate results without complex training. The approach uses a linear optical network and preserves information, outperforming classical methods in various datasets.

SourceOkinawa Institute of Science and Technology (OIST) Graduate University·JournalOptica Quantum·TypeComputational simulation/modeling·DateJun 24, 2025

The quantum revolution is a step closer

Researchers have discovered a new way to run a quantum algorithm that could solve problems classically impossible, using simpler methods than previously thought. This breakthrough has increased the likelihood of demonstrating a quantum device beating a classical computer, which would be a major milestone.

SourceUniversity of Bristol·JournalPhysical Review Letters·DateSep 11, 2014