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This article discusses the evolution of Artificial Intelligence (AI) from its beginnings in 1956 to its current state of Reinforcement Learning. It also looks at how AI has been used in capital markets to improve investment decision-making, risk management, and trading strategies. Additionally, it examines how AI has been used in Wealth & Asset Management and Corporate & Retail Banking to acquire new customers and maximize wallet and mind share. Lastly, it looks at how Trade Finance has had a stronger association with Blockchain technologies than AI/ML.