The dynamic landscape of financial markets is undergoing a sweeping transformation driven by the empowerment of artificial intelligence. Algorithms, once confined to the realm of theoretical research, are now pivotal in shaping trading decisions at an unprecedented scale. This evolution marks a novel approach in how markets function, posing both po