Description: Walk through real-life examples of how artificial intelligence can be used to drive insights and aide actuaries in improving the management of their company’s inforce book of business. A panel of experts will walk through case studies of how, as practitioners, predictive analytics provided solutions to tap further into their data and draw improved insights.

Description: Analyze the market volatility behavior in context with historical extreme events during this webcast. There will be a focus on understanding volatility clustering and relationships, both contemporary and temporal, in addition to key economic and capital market variables. You'll also learn from a comprehensive attribution analysis, which uses economic data, asset data, retail investor data and event data as explanatory variables. Dive into investment-related Reddit comments used to capture features of retail investors and tree-based models, including Random Forests and Gradient Boosting Machines to justify changes in volatility modeling. Expect this webcast to end with an example of liability-driven investment optimization that illustrates the potential impact of increased volatility assumption, how to adopt stochastic volatility models, how to reflect volatility clustering and return jumps.

Description: "Advancing health equity is one of the five strategic objectives outlined in the CMS Innovation Center's strategic objectives for the next ten years and is an increasing area of focus across many states. Focus in on recent developments in addressing Medicaid beneficiary needs related to social determinants of health (SDOH), health-related social needs (HRSN), and health disparities and inequities in Medicaid. Several states have introduced non-traditional benefits into their programs in recent years to address these areas, such as various types of housing supports, nutrition-related benefits, and enhanced/advanced case management support. Expect a discussion on the benefits introduced recently in states such as AZ, CA, MA, NC, and OR, including funding considerations around these benefits as well as the 1115 demonstration waiver authorities granted to these states to allow coverage for these non-traditional health care services.

Description: "Examine the exciting possibilities for artificial intelligence (AI) in health care and its potential to transform the patient journey. You will learn about the various touchpoints where AI is being applied along the patient/care journey, including provider search tools, claims analysis, and fraud detection. By attending the session, you will be able to: Have a comprehensive understanding of the opportunities and challenges presented by AI in health care Evaluate the potential impact of AI on their own organizations Be equipped with strategies for effectively implementing AI solutions and maximizing their benefits for patients, providers, and payers"

Description: The impact of COVID-19 on life insurance is a matter of frequent discussion, but the impact on disability insurance has been less understood. This session uses survey data and other information to explore how COVID-19 has affected short-term disability, long-term disability and Social Security Disability Insurance.

Description: Discover results of the ongoing SOA COVID-19 Group Life Mortality Survey. It will also compare Group Life mortality results to U.S. general population excess mortality trends, and explore some of the non-COVID drivers of excess mortality.

Description: In this video Eric Milner, ASA MAAA explores financial risk management and hedging strategies, catering to both seasoned professionals and newcomers. It covers essential topics such as hedging techniques to stabilize portfolios, determining optimal hedging rations, and assuring risks using metrics like Value at Risk (VaR). Additionally, it delves into various risk management categories including credit, interest rate, foreign exchange, equity, volatility, and liquidity, emphasizing the importance of understanding these strategies for maintaining financial stability in dynamic markets. Contributors: Eric Milner, ASA, MAAA ; Fiona Fan FSA, MAAA; Emelia Bruera, FSA; Jon Forster ASA, MAAA

Description: Generative AI is a frontier in artificial intelligence that can create new data from existing data sets, with applications in risk modeling, product development, data analysis, and more. This video presented by Chris Smith, ASA, MAAA introduces the fundamentals, technologies, and implications of generative AI for actuarial science, as well as the ethical considerations and limitations that actuaries must address. Learn how to harness the power of generative AI ethically and innovatively in your actuarial practice. Contributors: Chris Smith, ASA, MAAA; Jason Reed, FSA, MAAA; Sam Behrend, FSA, MAAA ; Jessica Calafell, FSA, MAAA; Jon Forster ASA, MAAA

Description: In this video, Joe Long ASA, MAAA, a consulting actuary and data scientist at Milliman, explains the concept of the bias-variance trade-off and its connection to actuarial credibility theory. He demonstrates how machine learning techniques like penalized regression can help actuaries balance bias and variance in their projections, using long-term care experience studies as an example. He also discusses the broader applicability and future directions of integrating advanced analytics into actuarial practice. Contributors: Joe Long ASA, MAAA; Jess Calafell, ASA, MAAA; Jon Forster ASA, MAAA

Description: Come discuss modeling costs and its governance, as well as introduce some platforms for more granular asset modeling.