Description: This webcast will walk through several statistical methods for imputing race and ethnicity from U.S. datasets, highlighting their strengths and weaknesses, talking about how to use them and evaluating their accuracy, and telling you where you can get code packages as well as a free dataset to try the methods out.

Description: This webcast offers “must know” information and differing perspectives on key IRS procedures that can be utilized by insurance companies to address complex tax issues and situations.

Description: Expect to learn how recent advances in AI and Generative text technology can help unlock data from medical records to solve many key underwriting and actuarial challenges. Specific topics include the following: - What is NLP/AI/machine learning and how is it currently being used in underwriting? - What technological advancements have Insure Techs made in the use of AI and GPT, and how are carriers/reinsurers utilizing these enhancements? - How can you avoid some of the challenges with GPT such as Hallucinations and 'black box' outputs? - How can extraction of data from medical records assist actuaries with various pricing and analysis challenges? - What legal/compliance challenges should users be aware of and how to manage those risks?

Description: The expanded use of predictive models, algorithms and external consumer data has drawn the attention of the life insurance industry to the matter of fairness and bias in underwriting, including proposed regulation in states like Colorado and New York and a draft NAIC Model Bulletin. Insurers will benefit taking a proactive approach to verifying that their practices, both current and future, do not result in unfair discrimination. This session will help attendees in understanding potential requirements and reporting insurers must address, techniques and tools for evaluating bias, and challenges in doing so. At the conclusion of the session, attendees will be able to: o Understand proposed regulations and practices regarding fairness and bias o Identify tools and techniques for evaluating bias in their processes o Discuss the challenges the industry will face in addressing fairness in underwriting

Description: As the industry has seen an increasing trend in asset allocations to private markets and structured credit investment over the past decade, this presentation aims to share the considerations and lessons learned from both asset manager and actuarial perspectives with regards to modeling and regulatory compliance. At the conclusion of this session, the attendees will gain an understanding of: 1. Overall industry trend in asset allocations and the underlying drivers of increasing allocation to complex assets2. The common types of complex assets, the unique characteristics and the associated challenges in pricing and performance monitoring 3. Actuarial modeling and regulatory reporting challenges and practical solutions under US and Bermuda regimes (e.g., PBR, AG53, CP2) 4. Ongoing monitoring of risks underlying complex assets

Description: Actuarial Standards of Practice (ASOPs) are critical to an actuary's work, but staying abreast of changes to ASOPs could be challenging. Several ASOPs have been created or updated in the last few years while ValAct was on hiatus. Are you up to date? This session will focus on ASOPs 7, 11, 28, 41 and 57. Come ready to play, as we challenge your knowledge of these ASOPs in a fun game show format. By the end of this session, attendees will learn the major provisions included in ASOPs that have been recently updated or created and understand how their work may be impacted by these recent changes.

Description: Kick off with key National Association of Insurance Commissioners (NAIC) activities, with a primary focus on updates to principle-based reserve valuations and appointed actuary topics. The presenters will provide insights into the current set of activities and initiatives being considered and/or adopted by the NAIC Life Actuarial Task Force (LATF) and the NAIC Risk Based Capital Working Group as well as Actuarial Standards Board. In addition, other Actuarial Practice Issues and other Appointed Actuary and Opinion topics relevant to Life Insurance, Variable Annuities and Fixed Annuities will be discussed.

Description: Meet Christine Hofbeck. Christine is pushing the boundaries of traditional life and general insurance by finding problems and fixing them with new technology, modeling methods and sources of data. Most recently, she built a predictive analytics team at one of the world's largest financial services institutions to support the pricing team for a $5 billion portfolio covering life, disability, critical illness and more.

Description: This article details different methods for calculating mortality impact associated with new underwriting programs. A common simplified calculation is compared and contrasted with two first principles approaches. The strengths and weaknesses of both approaches are discussed.

Description: The life insurance industry has experienced dramatic changes since the onset of COVID-19 in March 2020. Growing competition, a rise in online shopping, and the impact of COVID-19 have all led to an increase in contactless and completely digitized life insurance options. At Policygenius, we wanted to dig deeper into these big industry changes and better understand how they affect life insurance buyers. What our 2022 life insurance trend report found was a changing industry, making tremendous strides, and creating even better pricing and policy options for customers.