• Videos
  • July 2023
  • 17:30 minutes

Artificial Intelligence for Actuaries

What efficiencies can actuaries gain from AI tools such as ChatGPT and GitHub Copilot?

  • Jeff Heaton
  • Kyle Nobbe
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In Brief
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Large Language Models (LLMs) have burst onto the scene with ChatGPT and GitHub Copilot tools, bringing profound implications for the actuarial profession.

In this video presentation first published on Actuview, RGA's Jeff Heaton and Kyle Nobbe provide an introduction to LLMs and discuss how companies might train these tools to derive greater insights from their own proprietary codebases and datasets. The presentation focuses primarily on the code generation aspects of both ChatGPT and GitHub Copilot and considers which of them might provide the most significant productivity boost for actuaries using the SQL, VBA, R, or Python programming languages. It also highlights both strengths and weakness of using these tools in an actuarial setting.

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Meet the Authors & Experts

Jeff Heaton
Vice President, Data Science, Data Strategy and Infrastructure
Kyle Nobbe
Kyle Nobbe
Vice President and Actuary, Advanced Analytics, Risk and Behavioral Science