Big data, small data, and AI oversight with David Sandberg

The AI Fundamentalists • December 09, 2025

Guests

Guest Role Confidence Extraction Method Actions
David Sandberg Guest 80% RULES Login to Follow

Description

In this episode, we look at the actuarial principles that make models safer: parallel modeling, small data with provenance, and real-time human supervision. To help us, long-time insurtech and startup advisor David Sandberg, FSA, MAAA, CERA, joins us to share more about his actuarial expertise in data management and AI. We also challenge the hype around AI by reframing it as a prediction machine and putting human judgment at the beginning, middle, and end. By the end, you might think about ...

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