At present, most of the research results of AI on financial models are trained based on public knowledge. However, in actual financial practice, the interpretability of this public knowledge for the current market is often seriously insufficient. An ideal financial big model should be able to understand news or data events and be able to instantly interpret the events from both subjective and quantitative perspectives.