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

Description: A brief description of the contents of the July 2022 issue along with are quest for assistance with SOA programming.

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: This article provides an overview and highlights of the recent paper Pension Risk Transfer: Evaluating Impact and Barriers for De-Risking Strategies. The market has evolved dramatically over the past 10 years, and the paper discusses the drivers behind these changes from both the plan sponsor and insurer viewpoints. The research also gathered input from various key stakeholders as to what changes the market could experience in the future.

Description: The introduction and effective application of US GAAP LDTI have increased the scrutiny of those reviewing the updated financial results. That is because LDTI has resulted in significant changes in actuarial reserving and deferred acquisition cost (DAC) models for long-duration contracts, including significant changes to data, assumptions and required disclosures. In light of the changes, greater reliance has been put on companies’ model risk management (MRM) teams and model validations to assess the conceptual soundness and accuracy of their companies’ actuarial models and to assess that the underlying data and process utilized are suitable and appropriate. This article covers a brief background on model validation, walk through a sample LDTI-focused model validation framework/test plan, then provide insights on common LDTI-related validation observations based on the authors' prior validation experience.

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: Description of US Social Security COLA effective December 2024 and other automatic adjustments effective for 2025

Description: As of September 2021, there are 8 recorded webinars available for free to Modeling Section members. Each of the 8 are described, as well as how to access them. There are other Modeling Section-related materials also pointed out (podcasts & newsletter)

Description: An overview of Electronic Health Records and how they will enhance risk assessment and automated underwriting in the US.

Description: A look at the COVID-19 crisis in 2020, and how it differs from both prior financial crises and pandemics. The COVID-19 pandemic gives actuaries an opportunity to assess different ways risk may interact, and thereby adjust the profession’s work for the future.