Description: An overview of bias and fairness in machine learning models, as they apply to use cases in life insurance.

Description: The article discusses the use of the keyword strategy in teaching. The literature with a negative view of keywords is reviewed and responded to by advocating keywords with multiple meanings supplemented with relevant instructional guidance. Numerous examples are presented from the SOA preliminary exams. Additionally, advanced use of keywords to problems not having them are presented.

Description: This research report examines the ban of the use of genetic testing information in life insurance mortality.

Description: The Individual Life Experience Committee is holding a competition encouraging actuaries and other interested parties to predict 2017 industry mortality based on a data set containg 2009 - 2016 data. The competition is not only about predicting mortality, but also about explaining and presenting the results.

Description: This article highlights emerging accelerated underwriting (AUW) monitoring trends and best practices that carriers can implement for monitoring their own AUW programs. It includes high-level mortality slippage findings based on a reinsured study population comprised of both pre- and post-issue auditing methods (random holdouts and post-issue audits) conducted on over 33,000 AUW applicants over the past decade.

Description: In the United States, there has been much industry discussion of the challenges associated with a sustained low interest rate environment, which impacts both the asset and liability sides of the balance sheet in unfavorable ways. The intent of this article is not to focus on these strategic issues. Rather, we attempt to shine a spotlight on some of the modeling challenges that practicing actuaries may experience when incorporating negative interest rates into their models.

Description: Provides an update, as of September 2022, on Financial Reporting Section sponsored research projects in process and those recently completed.

Description: A paper demonstrating how to obviate the need for market timing strategies in variable annuity products by judicious use of product design. The paper presents the premise behind the product design, provides numerical examples, then explores possible extensions of the concept to produce more sophisticated variable annuity plans based on guarantees of investment outcomes.

Description: Review of paper describing Collective Defined Contribution Plans. the elimination of traditional pensions by many companies have left employees without easy access to reliable retirement income Collective Defined Contribution plans which are used to a small extent in the US but more broadly used elsewhere offer an option for consideration.

Description: This article starts with the increasing attention that FP&A receives due to the implementation of new financial regimes and emphasizes the collaborative nature of FP&A. It then describes the roles that actuaries play in FP&A, the new demands for actuaries that we are observing, and suggests some best practices that we are seeing across the clients. This article targets to point out the new demands from FP&A on actuaries and provide some advice on how actuaries can do to meet these demands.