Risk prediction and assessment: By analyzing large-scale data and monitoring market changes in real time, using machine learning algorithms, AI can more accurately identify potential risk factors, monitor trading patterns in real time, identify abnormal behaviors, and predict potential risks. For example, it can monitor stock market data, detect abnormal trading fluctuations, and predict possible market risks. It can also track global news and social media through natural language processing technology, capture information that may affect the market in a timely manner, and provide reference for investors' decision-making. For example, when major international political events or economic policy adjustments occur, AI can quickly analyze and assess their potential impact on the financial market.