Thank you for your great work, I am very interested in the future application areas of large language models.Before the large language model did not come out, the AI industry was studying the accuracy of data and algorithms in vertical industries, and the semantic understanding of human-machine interaction was mostly preset, and the human-machine communication experience was poor. The appearance of chatGPT solves the experience of human-machine communication. Vertical industry expertise can be fed into large language models, where the difficulty lies in data tuning, and many specialty areas have low fault tolerance. The process of tuning requires a lot of data, computing power and manpower support. I'm not sure civilian AI can compare.🙏