云南探索创建智能执法大模型

Core Viewpoint - Yunnan Province is launching an innovative application project for ecological environment intelligent supervision based on a large language model to address issues such as a shortage of enforcement personnel, broad regulatory scope, and high regulatory difficulty [1] Group 1: Data Foundation - The model relies on the Yunnan Provincial Ecological Environment Data Resource Center's extensive data resources, integrating over 500 legal documents, 100 typical enforcement cases, and more than 60,000 pollution source data entries to create a high-quality corpus for training the large language model [2] - The corpus includes ecological environment-related laws, standards, technical guidelines, and enforcement cases, ensuring that enforcement personnel can generate answers based on the most accurate and comprehensive information [2] Group 2: Intelligent Applications - The model has developed four intelligent assistants: Environmental Knowledge Assistant, Pollution Source Assistant, Violation Behavior Analysis Assistant, and Pollution Source Statistical Analysis Assistant, significantly reducing time costs associated with traditional manual data retrieval and analysis [3] - Each assistant serves specific functions, such as providing intelligent Q&A based on legal regulations, offering quick references for on-site enforcement, generating penalty suggestions for violations, and automating statistical analysis to improve efficiency [3] Group 3: Future Directions - Yunnan Province plans to further activate ecological environment data potential and explore AI applications, gradually embedding AI technology into various ecological environment regulatory tasks to accelerate the digital transformation of ecological environment supervision [4]