Pan Yunhe: Moving from specialized large models to universal large models may be more natural and seamless.

Pan Yunhe, former executive vice president of the Chinese Academy of Engineering and director of the National New Generation Artificial Intelligence Strategy Consulting Committee, stated that in the development of large-scale models, apart from transitioning from general to vertical, they can also transition from specialized to general, and the latter may be more natural and smoother. After mature specialized technical large models, they can be trained in a cross manner, collectively trained into general large models. This is similar to: people always become specialists first, and then become generalists.