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 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 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: As part of its ongoing effort to provide useful information on COVID-19, the Society of Actuaries issued a brief survey to its Investment Section members to gain insight as to how COVID-19 is impacting investment professionals. The survey results are intended to help members compare their thinking and future expectations of COVID-19 with their peers.

Description: The SOA concluded surveys that examined the actuarial profession from the perspectives of SOA members and employers. This report presents major conclusions based on the results of these surveys. The analysis has two main objectives: • To compare actuaries’ and employers’ views of actuarial performance on skills that are valuable in today’s market. • To compare actuaries’ and employers’ images of the actuarial profession.

Description: This report updates the Canadian Mortality Data through 2021 in the Human Mortality Database and Canadian Human Mortality Database, including methodology, data sources, and internal consistency checks.

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: This is a detailed report analyzing the 2019 Individual Life Insurance Mortality Experience, focusing on data validation, trends in mortality experience, and comparisons between different datasets. It includes insights on mortality patterns by age, sex, policy characteristics, and provides detailed methodology and findings.