At the main forum of the 2026 Inclusion · Bund Conference, Lu Chaoyang, executive dean of the Shanghai Research Institute of the University of Science and Technology of China, said, “Although quantum computing is very sophisticated, it is actually still very 'culinary' at the moment.” In his opinion, quantum computing is important, but it is not a supermachine that “accelerates everything”. Quantum computing can only provide real acceleration for a few problems with a special mathematical structure. At least until now, there is no evidence recognized by the scientific community that quantum computation has clearly actually accelerated finance; there is also no recognized quantum acceleration algorithm for today's big model training.

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