Pan Yunhe, former Executive Vice President of the Chinese Academy of Engineering: Special large models are becoming increasingly important, need to solve the illusion problem.

Pan Yunhe, former Executive Vice President of the Chinese Academy of Engineering and Director of the National Advisory Committee on New Generation Artificial Intelligence Strategy, stated that specialized large-scale models are becoming increasingly important, and it is necessary to address the issue of illusions. Large-model illusions refer to the generation of contents that are inconsistent, illogical, or contextually inappropriate with reality, driven by statistical probability-based "reasonable guesses." Once large-model illusions occur in engineering, science, technology, and other fields, serious problems may arise. Solutions to the illusion problem include training professional large models with professional big data and textbook-level data.