Specialized Soybean AI Model Unveiled to Advance Genetic Improvement

Chinese scientists unveiled an upgraded version of an artificial intelligence model specialized in soybean, called Fengdou 2.0. The model was presented at a conference on soybean research and production held in Nanning, in the Guangxi autonomous region, in August. Developed by Anhui Agricultural University in collaboration with the Crop Science Research Institute of the Chinese Academy of Agricultural Sciences, the model integrates data from multiple sources and uses coordinated analysis of various AI models to provide more reliable answers to soybean-specific questions. Version 2.0 incorporates over 10 million characters of specialized text, more than 10,000 scientific articles and patent data. The system also contains a knowledge graph with 20,000 entities and 100,000 relationships in the soybean field, in addition to integrating genomic data, information on soybean genetic resources, and phenotypic data from over 3,000 varieties. The model can assist in disease diagnosis, selection of breeding parents, design of virtual combinations, analysis of phenotypic data, molecular marker-assisted improvement, and functional analysis of candidate genes. The platform integrates six main modules: soybean encyclopedia, molecular analysis, scientific literature, pathology, phenotypes, and genetic improvement.