Unverified50% confidenceOpinionExact time
CICC analysis notes that quantum computing is still in an early stage of evolving from the noisy intermediate-scale quantum era toward fault-tolerant quantum computing.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
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VerifiedAchieving fault-tolerant quantum computing requires encoding one logical qubit using hundreds to thousands of physical qubits through quantum error-correcting codes such as the surface code.72% similarUnverifiedThis study provides approximation-theoretic support for models in quantum machine learning that process quantum state inputs, and introduces Sobolev regularity—a classical measure of smoothness—into the quantum setting.71% similarUnverifiedDesigning quantum algorithms with practical value under limited qubits and noisy environments is a core challenge shared by both academia and industry.71% similarUnverifiedAnthropic notes that improvements in quantum circuit efficiency may enable applications of quantum computing in chemistry and materials science to be realized sooner.70% similarUnverifiedThe term NISQ (Noisy Intermediate-Scale Quantum) was coined in 2018 by Caltech physicist John Preskill to describe the stage of quantum processors with 50 to hundreds of qubits that cannot perform full error correction70% similar
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