Description: The objective of this paper is to provide a practical guide with concrete case studies to help actuaries implement artificial intelligence and machine learning (AIML) to help accelerate the speed of analysis for life and annuity actuarial modeling. We do so by researching the existing literature regarding AIML and its applicability to stochastic modeling and exploring case studies.

Description: Zero-Knowledge Proofs (ZKPs) represent an innovative suite of cryptographic algorithms that empower various parties, especially the insurance community, to validate the accuracy of sensitive information without revealing the actual information itself.

Description: On May 1, 2024, the Society of Actuaries Research Institute gathered a panel of experts to discuss the growing risks from catastrophic events in the life and health insurance industry and how to model these risks. The panel members were from actuarial, catastrophe risk modeling, and risk management backgrounds. The outcomes of this panel discussion form the basis of this report.

Description: This report is a technical paper on a Predictive Analytics Framework and Reusable Workflow for Experience Analysis in actuarial studies. It covers data analysis, machine learning models, methodologies, and model interpretation techniques.

Description: Exhibits for Predictive Analytics Framework

Description: A wrap-up of the 2012 LIMRA, LOMA and the Society of Actuaries jointly-sponsored the DI & LTC Insurers’ Forum at Planet Hollywood Hotel in Las Vegas.

Description: This article reviews the data and methodology used to arrive at this seemingly incredible rate, compares the Li/Jensen results with those of recent industry studies, and suggests areas for further study for both LTCI actuaries and the authors.

Description: This is the A Review of the Demography of Retirement in the United States abstract authored by Jacob S. Siegel for Session 2B of the January 13-15, 2020 Living to 100 Symposium in Orlando, Florida.

Description: The Actuarial Foundation’s Research Committee, the Actuarial Foundation of Canada, the Casualty Actuarial Society, and the Society of Actuaries’ Committee on Knowledge Extension Research announce the 2012 Individual Grants Competition to support the advancement of knowledge in actuarial science. This announcement describes criteria for entering the 2012 Individual Grant Competition.