Description: A look at current AI usage and future use cases.

Description: Adjusting GAAP reinsurance reserves to account for reinsurance protection against the events that trigger direct reserve constraints (such as NPR capping or LFPB flooring) can be a challenge any time. Ceding a block of business that is already in force increases the challenge—especially if one of those constraints was already present at inception of the reinsurance. This article builds on previous work (published in the July 2022 and June 2023 issues) to show how to measure initial reinsurance reserves in a way that complies with AICPA guidance and prepares for effective measurement of subsequent changes in the effects of the constraints.

Description: This article provides an overview of activities that should be considered by an actuary when validating a predictive model. It describes several components to consider when validating a predictive model and provides an examination of various methodologies that can be implemented in the validation process.

Description: Discussion of how to mature value-based contracts between health insurers and provider organizations to improve population health and financial sustainability. Centers around contract parameter consistency, revenue predictability and risk assessment. Intended audience are health plan and ACO actuaries and leaders. Authors are writing from the provider perspective in value-based contracts.

Description: This month, Expanding Horizons had the opportunity to interview Tim Boonen, the winner of the Society of Actuaries’ (SOA’s) second Actuarial Science Early Career Award.

Description: In this article, we aim to outline the advantages of smaller programs and gather opinions on the challenges these programs face in their efforts to emphasize these strengths. For our purposes, we define small actuarial programs as those with a relatively low student enrollment count. The following are three key advantages of small programs, which are similar to those of small colleges:(a) Enhanced benefits from small class size; (b) Adaptable curriculum; (c) Increased opportunities for each student. A variety of similar other issues are also discussed with recommendations, challenges, and invitations for further dialogue.

Description: We explore the question of how an actuary–artificial intelligence collaboration might look in the future and how actuaries should be trained to best leverage this technology. It felt fitting to accomplish this through a conversation with an AI system, as AI involvement is warranted to ground the analysis in the technology’s true capabilities.

Description: A discussion with an experienced actuarial manager on how the COVID-19 pandemic has impacted people management and what we can learn and apply in the actuarial profession going forward.

Description: We discuss a teaching program for new actuarial science and risk management & insurance educators at Georgia State University that includes the following topics: - Introducing insurance - Syllabus construction - Creating content and actively engaging students - Student motivation and career paths - Assessment and grading rubrics - Professional ethics and other

Description: Article describing content and key takeaways from experience completing the SOA PA Certificate