Vibe Coding – Promise and Perils of AI-Assisted Development

In this episode of Get Plugged In – AI Insights, Dale Hall, Managing Director of Research at the Society of Actuaries, sits down with Dr. Raymond Sheh, Associate Research Scientist at Johns Hopkins University and Guest Researcher at NIST. Together, they explore the concept of Vibe Coding, a new approach to AI-assisted software development that emphasizes intent over syntax. Dr. Sheh unpacks the benefits and the significant risks of relying on tools that “code by vibe,” especially within actuarial workflows. Whether you're a coding novice or an experienced modeler, this episode offers critical insights on how actuaries can use these tools responsibly—without losing rigor or control. To explore more tools and insights about AI in actuarial science, visit the SOA’s AI landing page: https://www.soa.org/research/topics/artificial-intelligence-topic-landing Send us your feedback at AI-Insights@soa.org