Generative AI is reshaping Wall Street, creating unprecedented opportunities for investment banks while introducing complex new risks. A comprehensive academic analysis examines how financial institutions are deploying AI technologies to enhance trading, risk management, and client services. The technology promises significant efficiency gains and competitive advantages across investment banking operations. However, rapid adoption without proper safeguards poses systemic threats to financial stability. Risk management frameworks must evolve to address AI-specific vulnerabilities including model opacity, data quality issues, and potential market manipulation. Financial regulators and institutions are working to establish controls that enable innovation while protecting market integrity.
![[2509.05841] Generative AI on Wall Street -- Opportunities and Risk Controls](https://media.fidenly.com/post/images/arxiv-logo-fb.webp)