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  • From Health Inequities to Societal Bias: Insights from an Expert Panel on AI and Actuarial Responsibility

    This report explores AI bias in insurance and health data, highlighting the ethical role of actuaries and offering cross-disciplinary guidance for fairer decision-making systems.

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    • Date: Oct 2025
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Health & Disability; Predictive Analytics; Public Policy

  • Climate-Induced Migration Patterns and Property Insurance

    This report examines the influence of climate-induced migration on U.S. state-level population shifts and property insurance market responses, including rate setting, regulation, and insurer ...

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    • Authors: Chia-Chun Chiang , Greg Niehaus
    • Date: Jun 2025
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Demography; Public Policy; Environment

  • Actuarial Intelligence Bulletin

    This document is from the March 2025 edition of the SOA Research Institute AI Bulletin, focusing on artificial intelligence initiatives within the actuarial community. It includes articles on ...

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    • Date: Mar 2025
    • Competency: External Forces & Industry Knowledge
    • Topics: Public Policy; Technology & Applications; FinTech & InsurTech

  • LGBTQ+ Aging and Retirement Issues - A Critical Review of Current Studies and Knowledge Gaps Report

    LGBTQ+ Aging and Retirement Issues - A Critical Review of Current Studies and Knowledge Gaps Report Discover the unique challenges and resilience of LGBTQ+ older adults as they navigate aging and ...

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    • Authors: Society of Actuaries
    • Date: Mar 2025
    • Competency: External Forces & Industry Knowledge
    • Topics: Demography; Public Policy; Social Insurance

  • Individual Life Insurance Mortality Improvement Scale – for Use with AG38/VM20 – 2024

    The Mortality Improvement Life Working Group released a recommendation for a set of improvement factors that vary by gender and attained age to be used in conjunction with the 2008 Valuation ...

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    • Date: Sep 2024
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Life Insurance; Modeling & Statistical Methods; Public Policy

  • The Impact of Climate Change Risk on Retirement

    This document explores how climate change impacts retirement planning, investments, housing, and health across policy and economic dimensions through essays and funded research.

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    • Date: Oct 2025
    • Competency: Communication; External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Pensions & Retirement; Public Policy

  • The Impact of Artificial Intelligence on Retirement Professionals and Retirees: 2nd Round Collection of Essays

    This collection presents three essays analyzing the multifaceted impacts of AI and LLMs on retirees and retirement professionals, blending quantitative, philosophical, and forward-looking ...

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    • Date: Aug 2025
    • Competency: Communication; External Forces & Industry Knowledge; Strategic Insight and Integration
    • Topics: Public Policy; Technology & Applications

  • Expanding Health Insurance Access for Substandard Populations in China: Product Design, Morbidity, and Pricing

    This report analyzes insurance product design, morbidity trends, and pricing models for individuals with pre-existing illnesses in China to improve coverage for substandard health populations.

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    • Date: Aug 2025
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Health & Disability; Modeling & Statistical Methods; Public Policy

  • Mortality by Socioeconomic Category in the United States - Extending the Analysis to 2023

    An analysis of U.S. mortality trends by socioeconomic category from 1982 to 2023, emphasizing the continuing effects of the COVID-19 pandemic on mortality disparities.

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    • Date: Sep 2025
    • Competency: External Forces & Industry Knowledge; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Topics: Demography; Health & Disability; Public Policy

  • LGBTQ+ Aging and Retirement Issues - A Critical Review of Current Studies and Knowledge Gaps

    Discover the unique challenges and resilience of LGBTQ+ older adults as they navigate aging and retirement in this comprehensive review.

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    • Date: Mar 2025
    • Competency: External Forces & Industry Knowledge
    • Topics: Demography; Public Policy; Social Insurance
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