Authors: Abirama SundariAbstract: ETHICAL CONSIDERATION IN AI DRIVEN TRADING SYSTEM Artificial Intelligence (AI) has revolutionized financial markets, introducing unprecedented efficiency and capabilities in trading systems. However, this technological advancement brings with it a host of ethical challenges that demand careful consideration. This white paper explores the ethical dimensions of AI-driven trading systems, analyzing key issues such as fairness, transparency, accountability, market integrity, privacy, and human oversight. As a global leader in both artificial intelligence and financial technology, China stands at the forefront of AI-driven trading systems. With its rapidly growing economy, innovative tech sector, and forward-thinking regulatory approach, China offers unique insights into the ethical considerations surrounding AI in finance. This white paper examines the global landscape of AI-driven trading systems with a particular focus on China's contributions, challenges, and regulatory framework. The paper concludes with actionable recommendations for various stakeholders and a forward- looking perspective on the future of AI in financial markets.