The copyright market, with its dynamic nature and nuanced price movements, presents both challenges and opportunities for traders. Quantitative trading strategies, driven by algorithms and data analysis, have emerged as a popular approach to navigate this turbulent landscape. AI, with its powerful capabilities in pattern recognition and predictive