Description: Zero-Knowledge Proofs (ZKPs) represent an innovative suite of cryptographic algorithms that validate the accuracy of sensitive information without revealing the actual information itself. This report introduces the diverse applications and emerging opportunities that ZKPs offer to the insurance community, especially in the health insurance space.

Description: This study provides insights into the savings and retirement planning of 35- to 45-year-olds and the attitudes, beliefs, life experiences, pressures, and other factors that influence their savings and planning.

Description: The Reinsurance Section, Product Development Section and the Committee on Life Insurance Research are pleased to present results from a company practice survey of individual life insurance accelerated underwriting. Performed by a Milliman team led by Al Klein and Karen Rudolph, the study provides perspectives from both direct life insurance companies and reinsurers. Among the areas addressed include the structure of accelerated underwriting programs, how programs are monitored, how accelerated underwritten business is performing relative to expectations and how companies are considering accelerated underwriting cohorts in the context of VM-20 assumption setting.

Description: The Health Care Cost Trends Strategic Research Committee is looking for a research proposal that will examine the increased uptake of diabetes drugs on overall medical trends as well as the costs of individuals who are prescribed these drugs.

Description: This document is a Request for Proposals (RFP) for research studies related to Model Governance/Ethics for GenAI Models in the context of the life insurance industry. It outlines the background, scope of work, proposal requirements, selection process, submission guidelines, and conditions for potential research projects.

Description: The Society of Actuaries Research Institute has launched the Quarterly Mortality Monitoring Report (QMMR) series, providing updated U.S. mortality data every three months. Each report will facilitate the analysis of mortality trends, offering insights into the latest data as well as tools for visualizing these trends.

Description: This document discusses the comparison of lifetables generated using classic demographic techniques and the Human Mortality Database method protocol for socioeconomic deciles from 1982 to 2022. It explains differences in estimation methods, calculation steps for lifetables, advantages and disadvantages of each approach, and a comparison of lifetable values.

Description: The Mortality Improvement subgroup of the American Academy of Actuaries’ Life Experience Committee and the Society of Actuaries’ Preferred Mortality Oversight Group Valuation Basic Table Team has released a recommendation for the methodology to use to develop the set of improvement factors to be used in conjunction with the 2008 Valuation Basic table or the 2015 Valuation Basic table for AG-38 purposes for year-end 2020.

Description: Hardly a day goes by without a feature story about the latest reverberation from the expanding use of Artificial Intelligence/Large Language Models (tools) in a variety of settings. The pace of use (and misuse) of these tools, such as ChatGPT and Bard, has been explosive and shows no sign of abating. Many experts would argue we are on the cusp of a permanent paradigm shift in teaching/academics and overall application of technology.

Description: Dealing with more known unknowns? More scary knowns? Or unknown unknowns? What is the next unthinkable? What future events should actuaries actively be modelling and keep us up at night? The Catastrophe & Climate Strategic Research Program of the Society of Actuaries Research Institute (SOA) put forth a call for essays exploring these risks. The Program Steering Committee selected these essays submitted by Sam Gutterman and Max Rudolph to publish, and are awarding them each a prize of $500. The Catastrophe & Climate Strategic Research Program Steering Committee congratulates the authors and is happy to publish the winning essays on the SOA website.