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 report highlights three major weather stories that unfolded across the month of June: • A heat wave gripped much of Europe in the last week of June • An extreme wind event known as a “derecho” swept across a 1000-mile path in the United States (U.S.) on June 21, beginning in Nebraska and culminating in South Carolina • Widespread flooding continues throughout the Central U.S, with a significant impact on farming

Description: In this report, we will try to provide an in-depth review of current Machine Learning and Deep Learning models and will explain how those models works and their possible applications in the actuarial field. The recent studies and successes from the industry will also be discussed. We intend to bring more actuaries onboard about those technologies and start to think about how to bring them into our daily work.

Description: The COVID-19 pandemic infection has greatly affected the economy, resulting in volatile market conditions. Because market conditions greatly impact the value of insurance company’s assets and liabilities, the fourth survey in this series focused on best practices around asset and liability management (ALM). The survey was directed at actuaries, investment managers and risk managers directly involved in assessing the impact of recent events on ALM. Responses to the survey were collected between April 22-28, 2020. Thirty-two companies responded to the survey.

Description: Summary in Simplified Chinese

Description: Specific formatting guidelines for SOA research reports produced after May, 2008.

Description: This is a collection of essays from the Society of Actuaries Research Institute, focusing on the potential impact of AI on human longevity and its consequences for modeling future survival/mortality. It includes various essays discussing AI's role in mortality modeling, life expectancy, and implications for actuarial methods.

Description: This guide covers understanding, evaluating, deploying, and managing risks of Large Language Models.

Description: COVID-19 and the accompanying policy changes have disrupted virtually everyone’s personal and professional lives. In April 2021, the Society of Actuaries (SOA) surveyed members and candidates to understand the impact of COVID-19 on the careers of actuaries and aspiring actuaries. The survey was sent to 26,101 members and candidates. Approximately 7% (1,912) responded and included demographic information. In addition, the SOA investigated actuarial exam progress at an aggregate level. Here are highlights of the findings.

Description: Research the impact of illiquid investments on pension plan funding, design, and risk management strategies.