Almost Nowhere

The CAS Institute

Almost Nowhere explores the intersection of data science, AI, and actuarial thinking in the P&C insurance industry—and beyond. In a world where innovation feels slow and risk is constantly evolving, we ask the hard questions, spotlight real-world progress, and talk with the people driving change. Whether you're an actuary, a data scientist, or just curious about what’s next, this show dives into how emerging tech is reshaping insurance from the inside out.

  1. Aug 5

    Dorothy Andrews and Nate Luketin on Climate Attribution Science

    When is a changing climate actually changing insurance risk—and how do actuaries know? Recorded live at the CAS Spring Meeting in New York City, Alicia Burke and guest co-host Malika Bender sit down with Dorothy Andrews (NAIC) and Nate Luketin to explore one of the most challenging questions facing the profession: how should actuaries incorporate climate attribution science into pricing, catastrophe modeling, and enterprise risk management? The guests explain how attribution science helps distinguish natural variability from measurable shifts in risk, why historical data may no longer be enough for some perils, and what actuaries should ask before relying on emerging climate research. They discuss: What climate attribution science actually measures—and what it doesn'tHow attribution studies can strengthen actuarial judgment and model governanceWhy transparency and uncertainty matter as much as predictive accuracyThe role of peer-reviewed research, confidence intervals, and model validationHow actuaries should evaluate vendor models and climate assumptionsWhy human judgment remains essential in an era of increasingly sophisticated AIThroughout the conversation, Dorothy and Nate emphasize that the goal isn't to replace actuarial expertise with new models, but to challenge assumptions, improve decision-making, and communicate uncertainty more effectively. For actuaries working in pricing, catastrophe modeling, reserving, or ERM, this episode offers a practical framework for evaluating one of the profession's fastest-evolving areas.

Ratings & Reviews

4.3
out of 5
6 Ratings

About

Almost Nowhere explores the intersection of data science, AI, and actuarial thinking in the P&C insurance industry—and beyond. In a world where innovation feels slow and risk is constantly evolving, we ask the hard questions, spotlight real-world progress, and talk with the people driving change. Whether you're an actuary, a data scientist, or just curious about what’s next, this show dives into how emerging tech is reshaping insurance from the inside out.

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