Description: A priori, one would expect In Home Assessments (IHA) and Telehealth (TH) Encounters to identify some conditions that lead to actions that keep a member or two out of the Emergency Room. Similarly, one would expect Care Management and Disease Management engagement to ultimately influence some improvement in documentation that leads to more accurate Risk Adjustment. The business cases for these activities are often siloed to only the primary activity. The relationship between risk adjustment and care management is often more recognized as competing interests - one generally relying on utilization and the other trying to reduce it. Business cases can change dramatically when profiling has a more complete picture. This session will explore some techniques and share some observations - positive and negative - of the interactions between CoC and Risk Adjustment.

Description: Learn from panelists from different companies as they come together to discuss their experiences.

Description: Dive into this review on Artificial Intelligence and Machine Learning (AIML) techniques for actuarial modeling for life & annuities. Presenters will showcase learnings from the recent SOA research paper "Predictive Analytics and Machine Learning – Practical Applications for Actuarial Modeling" (Nested Stochastic). The researchers will go over models and methodologies used to develop high-fidelity proxy models for various life & annuity applications.

Description: Focus on the importance of achieving complete and accurate technical reviews of work products that contribute to decision making. As actuaries, we often face tight deadlines and the demand is high for our team members to provide results in a timely manner. Through investing upfront time into a quality review of our work product, with an added focus on professional excellence and ethics, overall time savings can be gained and an overall higher quality work product can be achieved, not only of the technical work being performed, but of the decision making that is influenced by the result of the work. At the conclusion of this session, you will be able to understand the value of technical reviews and the methods of preparing for and implementing technical reviews across a team.

Description: Generative artificial intelligence (AI) tools like ChatGPT will redefine the nature of work across industries in coming years, What does this mean for the actuarial profession? Delivering generative AI tools to actuaries capable of leveraging them effectively will dramatically modernize how actuaries work and contribute to organizational growth. In this educational session, explore how generative AI can accelerate actuarial model development. Gain an introduction to generative AI and its implications for actuarial modeling. Learn how it specifically helps actuaries improve accuracy, reduce errors and save time in model development. Then explore use cases, including how generative AI can improve data cleaning, model building, as well as simulate scenarios and test model robustness. Close with a discussion on how to integrate generative AI into actuarial modeling workflows effectively, including common challenges actuaries may face during implementation and tips to overcome them. You will come away with a deeper understanding of how generative AI can accelerate actuarial model development.

Description: Several modern retirement arrangements, including lifetime pension pools, allow retirees to convert a single premium into income for life that varies with investment and mortality experience. It is anticipated that there will be an increase in the number of lifetime pension pools in the future. There are, nonetheless, some challenges that might slow down the potential increase in the number of lifetime pension pools. This session will present the results of recent research reports jointly sponsored by the Society of Actuaries and the Canadian Institute of Actuaries, addressing two challenges: 1. the lack of efficient and reliable ways to communicate risk to members2. the optimality of lifetime pension pool design elements. Attendees will further their understanding of these topics and how they may be applied in the future.

Description: The topics of ESG (Environmental, Social & Corporate Governance) and sustainability are an increasing area of focus for insurance companies, and thus actuaries. This webcast provides a primer on these topics along with considerations for US valuation actuaries and their evolution in European insurance markets.

Description: Session 5A: Creating Continuity in Behavioral Health for Medicaid & ACA Beneficiaries

Description: The insurance industry is faced with many unforeseen changes such as recent advances in technologies and the associated impacts on the risk assessments. In this session, we focus on two specific developments; (i) the liquidity provision problem on automated market makers (a.k.a. DeFi exchanges such as Uniswap) and the conditions under which liquidity providers should enter or exit the DeFi token pools; and (ii) efficient utilization of drivers telematics data for better risk classification in personal auto insurance.

Description: Building new models or migrating from one system to another is hard! During this session, you will hear from your colleagues who have gone through such projects. You will gain a better sense of what to expect, what to avoid, and what to prioritize for such projects. The discussion will be system agnostic. Learn about pitfalls and how to avoid them!