According to CoinMeta, on October 30th, the China Securities Association released a collection of artificial intelligence application cases in the securities industry titled "Intelligent Finance · Co-creating the Future," which featured 34 selected cases. These cases cover seven major areas including operational efficiency improvement, enhanced user experience, decision support, innovative business models, research and development effectiveness, and risk compliance, presenting a comprehensive picture of the large-scale implementation of artificial intelligence in the securities industry. The preface of the case collection states that artificial intelligence technology is profoundly reshaping the financial landscape, and industry applications are moving from the "pilot exploration" phase to the "large-scale implementation" stage. Innovative applications such as large models and intelligent agents are being deeply implemented in areas like wealth management, investment research and risk control, and operational services. The China Securities Association's "China Securities Industry Development Report 2025" indicates that in 2024, securities companies' total investment in information technology reached 41.088 billion yuan.