The financial industry is experiencing a paradigm shift propelled by rapid advancements in artificial intelligence. From algorithmic trading and fraud detection to personalized banking and investment strategies, AI technologies are redefining financial services. Our workshop aims to convene researchers, industry professionals, and policymakers to explore the latest developments, discuss challenges, and chart a course for responsible AI integration in finance.Topics of interest include, but not limit to Generative AI with applications to finance, time-series modeling, financial datasets, multi-agent systems, and practical financial applications such as forecasting, fraud detection, risk management, and quantitative finance, etc. By bringing together diverse perspectives from academia and industry, we seek to foster collaboration and drive forward advancements in the responsible use of AI in finance.