In Control with Natasha Vernier
In this episode I spoke to Kareem Saleh, the CEO of Fairplay, about how banks can use AI safely. Fairplay is a technology that tests, tunes and validates models for banks, and so he was the perfect person to ask about the risks - and mitigators - of generative AI within financial services. Here’s what we talked about: - How banks have always used machine learning models, and what is different with generative AI - The risks that gen AI and agents bring to banks - Practical tips on how to mitigate those risks - How banks can evidence to the regulators that they are using AI safely - Why banks may end up having to have 2 systems - their AI native system, and a secondary non-AI system as a failsafe - What keeps Kareem up at night If you work in a bank or fintech, you should listen to this episode. 00:00 Introduction to AI in Banking 02:44 The Old World of Machine Learning in Banks 09:44 Risks Associated with Generative AI 16:32 Potential Consumer Harms and Institutional Risks 19:32 Managing AI Risks in Banking 25:28 Guarding Against Hallucinations and Runaway Behaviors in AI 31:35 Regulatory Compliance and Risk Appetite 34:46 Future of AI in Banking This is a public episode. If you would like to discuss this with other subscribers or get access to bonus episodes, visit natashavernier.substack.com [https://natashavernier.substack.com?utm_medium=podcast&utm_campaign=CTA_1]
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