[Huatai Securities Chen Tianxiang: Financial data is moving from AI production means to institutional cognitive barriers] On September 16, Chen Tianxiang, member of the Executive Committee of Huatai Securities, said at the 12th anniversary innovation results conference of the interface that Huatai Securities is building platform-level AI capabilities that can be precipitated, reused, and evolved under the "ALL IN AI" strategy. He believes that data quality determines the professional level of financial intelligence, and the context surrounding specific tasks constitutes a cognitive barrier that is difficult for financial institutions to replace, while orchestration determines whether AI can enter businesses, customers, and organizations. Alternative data such as telegrams, information, and public opinion are becoming the fastest growing type of financial data in the AI ​​era. The more AI-based the data processing of financial information service providers becomes, the more it can be incorporated into models and workflows, thereby opening up the closed loop from the data supply side to the use side of financial institutions.