2026 Valuation Actuary Meeting – Research Connections from Presentations

Session 2C:   Walking the AI Tightrope: Innovating with an Eye Towards Governance Artificial Intelligence Research

Session 2G: Algorithmic Bias: It’s There, So What’s Being  Artificial Intelligence Research

Session 2H: Emerging Risks: An Actuarial Perspective on Uncertainty and Opportunity 19th Annual Survey of Emerging Risks

Session 3A:  Medicare Advantage: Capital Management and Reinsurance Strategy Healthcare Insurance Reinsurance Captive Landscape  HIV and Medicare: A Survey of the HIV Medicare Population

Session 3C: AI Show-and-Tell: Actuaries Share Wins, Warnings, Guardrails  Artificial Intelligence Research

Session 3E: Long-Term Care Reinsurance: Key Considerations for Cedants Long-Term Services and Supports: A Collection of Essays

Session 3H: Model Governance in the AI-GenAI Era Artificial Intelligence Research

Session 4A: AI in Payment Integrity and Adjudication: Reshaping Claim Projections and Actuarial Assumptions Using Interpretable Machine Learning Methods: An Application to Health Insurance Fraud Detection

Session 4C: Practical AI for Actuarial Workflows Artificial Intelligence Research

Session 4D:  Understanding Complex Assets: From Structure to Strategic Allocation Complex Assets in Insurance and Annuity Industries

Session 4G: Mile High, Low Risk - Reinsurance as a Risk and Capital Management Tool Healthcare Insurance Reinsurance Captive Landscape International Reinsurance Landscape Overview for U.S. Life & Annuities

Session 5B: Vision to Execution: AI-Enabled Actuarial Workflows (Part 2 of 2) Artificial Intelligence Research

Session 6A: Medical Expense Inflation: Historicals… Forecasted… but Hedgeable? Getzen Model of Long-Run Medical Cost Trends-Update for 2026-2036     Medicaid Managed Care Underwriting Margin Model

Session 6F: International Reinsurance Landscape Overview for U.S. Life & Annuities

Session 6G: What's in the Actuary’s Desktop: Has AI Changed the Build-vs-Buy Conversation  Artificial Intelligence Research

Session 7A: Modernizing Health RBC: Academy's H2 Underwriting Risk Review Healthcare Insurance Reinsurance Captive Landscape

Session 7E: Reinsurance Remix: New Deal DNA Beyond YRT and Blocks Healthcare Insurance Reinsurance Captive Landscape

Session 8A: The State of Long-Term Care Reserves Long-Term Services and Supports: A Collection of Essays

Session 8C: How to Empower Citizen Development with AI in Your Actuarial Organization Artificial Intelligence Research

Session 9A: Leveraging Public Data in Forecasting and Modeling Getzen Model of Long-Run Medical Cost Trends-Update for 2026-2036 

Session 10A: Actuarial Modeling for Long-Term Care Hybrid Products: Methods, Challenges, and Best Practices Long-Term Services and Supports: A Collection of Essays

Session 10D: Mortality by Socioeconomic Category in the United States - Extending the Analysis to 2023

Session 10C: AI in the Valuation Workflow: A Survey of Use Cases, Risks, and Governance Artificial Intelligence Research

Session 10H: Actuarial Perspectives on Offshore Reinsurance in the Cayman Islands Healthcare Insurance Reinsurance Captive Landscape International Reinsurance Landscape Overview for U.S. Life & Annuities

 

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