Description: This report discusses the use of federated learning in the insurance industry and explores the benefits and challenges of this approach.

Description: Learn more about improving the modelling of individual decisions. This paper explains the concepts of hyperbolic discounting and provides a tool for improving the modelling of individual decisions.

Description: The Society of Actuaries (SOA) Research Institute revisits COVID-19's impact on future U.S. mortality with insights from a multidisciplinary panel of experts. Discover how new variants and other causes of death may influence future mortality trends.

Description: This report provides a validated, structured dataset of demographic and socioeconomic variables to support mortality heterogeneity research across geographies and population groups.

Description: This article series highlights the growing impact of climate change on health, property, and financial institutions, emphasizing the need for actuaries and risk analysts to evaluate and adapt their practices to manage evolving climate-related risks.

Description: This is a request for data contributions for a study on term conversion incidence and post-conversion mortality and lapse experience from 2009 to 2023. It outlines the purpose, scope, and process of the study, data submission requirements, study results, benefits to participants, and data access and ownership details.

Description: The document is the "Pub-2016 Public Retirement Plans Mortality Tables Report" published in May 2025 by the Retirement Plans Experience Committee (RPEC) of the Society of Actuaries and LIMRA. It contains information on mortality tables development, data collection, annuity comparisons, and application of tables for public pension plans.

Description: This report explores how artificial intelligence can be applied to investment and retirement planning, highlighting real-world applications, risks, and recommendations.

Description: Discover the latest insights on emerging risks in the Indian market with our comprehensive survey report. Uncover key findings on financial volatility, disruptive technology, and climate change, and learn how AI is reshaping risk management. Compare these results with North American trends and explore the optimistic economic outlook for the India market in 2025.

Description: This report captures expert insights from a March 2025 roundtable on how generative AI is shaping actuarial work and insurance industry practices.