Hype vs. Reality: What LLMs Really Mean for the Future of Finance
Navigating Risk and Compliance in AI-Driven FinTech
Description
As large language models (LLMs) enter high-stakes domains like finance, the promise of automation and efficiency is matched by growing concern over misinformation, regulatory gaps, and lack of accountability. This panel explores how generative AI is being used across the financial industry—from robo-advising and fraud detection to compliance and internal reporting—and what it really takes to deploy these tools responsibly. Experts from policy, industry, and academia will examine the real risks, evaluate current safeguards, and discuss what trustworthy AI in finance should look like.
Background
As large language models (LLMs) and generative AI technologies gain traction in the financial sector, their potential to revolutionize operations is matched by significant concerns regarding misinformation, regulatory gaps, and accountability. This panel aims to dissect the real-world implications of deploying these tools in high-stakes financial environments. LLMs are increasingly being utilize…
Date: 2025-04-28
Time (ET): 5:00 PM EDT, Apr 28, 2025
Time (Local): 9:00 PM UTC, Apr 28, 2025
Location: online
Speakers
Dr. Janet Bastiman
Chief Data Scientist, Napier AI
Elizabeth Callan
Financial Crime Expert for Strategy & Innovation, SymphonyAI
Dr. Ignacio Esteban Carballo
Head of Alternative Finance, PCMI Director, Center for Alternative Finance (UCA)
Dr. Sterling Thomas
Chief Scientist , Science, Technology Assessment, and Analytics, U.S. Government Accountability Office
Guided Questions
Dr. Janet Bastiman
Given your deep expertise in AI ethics and your leadership at Napier AI, how do you assess which financial processes are most appropriately served by LLMs without risking misinformation or regulatory breaches?
Elizabeth Callan
With over two decades in financial crime policy and enforcement, how should institutions responsibly integrate generative AI into AML frameworks to enhance detection while ensuring regulatory compliance and mitigating risks?
Dr. Ignacio Esteban Carballo
Dr. Carballo, given your expertise in financial inclusion and fintech development, how can LLMs be leveraged to enhance access to financial services while ensuring compliance and mitigating risks in AI-driven fintech ecosystems?
Dr. Sterling Thomas
Dr. Thomas, how can LLMs be responsibly integrated into finance where compliance, interpretability, and systemic risk are critical? Do current safeguards suffice, or are new frameworks needed to ensure trustworthy AI in high-stakes financial applications?