The application of AI in stock trading is expanding rapidly, from high-frequency trading to robo-advisors.AI surpasses traditional analysis by integrating diverse data sources and predicting price movements more accurately.Big data provides richer data support for trading strategies, enabling data-driven decision making and enhanced risk management.Future trends in stock trading involve increased human-machine collaboration, personalized investment services, and improved market transparency.