Introduction: The Dawn of AI-Driven Algorithmic Trading The convergence of artificial intelligence and finance is revolutionizing market dynamics, with generative AI emerging as a groundbreaking force. This transformative technology is poised to reshape the landscape of algorithmic trading, particularly within the high-frequency trading (HFT) domain. Generative AI empowers algorithms to not just react to market