GenAI for Actuaries
6 articles
The One Mental Model Actuaries Need for GenAI
A framework for understanding where GenAI fits in actuarial work: The Language Layer vs. The Model Layer vs. The Judgment Layer.
How Actuaries Should Work With GenAI
A practical guide for actuaries using GenAI: The Ask-Verify-Refine workflow, verification checklists, and how to treat AI like a junior analyst.
Where GenAI Breaks Down for Actuaries
Understand the critical limitations of GenAI in actuarial work: why it fails at math, struggles with specific assumptions, and lacks necessary judgment.
Where GenAI Fits in an Actuary's Daily Work
Learn where GenAI actually adds value in daily actuarial tasks: reading contracts, summarizing results, and explaining technical concepts.
What GenAI Is Not
Discover why GenAI is not a replacement for actuarial models. Understand the critical difference between prediction and calculation in actuarial science.
What GenAI Actually Is, in Actuarial Terms
Explore the quiet evolution of actuarial work from Excel spreadsheets to modern API-driven platforms. Discover how speed, integration, and governance are reshaping the profession.