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  • Federated Learning for Insurance Companies

    Federated Learning for Insurance Companies This report discusses the use of federated learning in the insurance industry and explores the benefits and challenges of this approach. February 2024 ...

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    • Date: Feb 2024
    • Competency: External Forces & Industry Knowledge
    • Topics: FinTech & InsurTech; General Insurance (Property & Casualty); Technology & Applications
  • General Insurance Research Update

    General Insurance Research Update By Scott Lennox Read about important SOA GI-related research projects. By Scott Lennox The General Insurance Research Committee continues to meet monthly to ...
    • Authors: Scott Lennox
    • Date: Dec 2018
    • Competency: External Forces & Industry Knowledge
    • Publication Name: General Insurance Insights
    • Topics: General Insurance (Property & Casualty)
  • Refining Property Risk Assessment Through Geospatial Precision

    Refining Property Risk Assessment Through Geospatial Precision Article discussing how geospatial imagery and high-resolution image technology are transforming property insurance. By Dan Pribe ...

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    • Authors: Daniel Pribe
    • Date: Jul 2025
    • Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration; Technical Skills & Analytical Problem Solving
    • Publication Name: Actuary of the Future
    • Topics: General Insurance (Property & Casualty); Modeling & Statistical Methods; Modeling & Statistical Methods>Data mining
  • Social Media Analysis of Catastrophic Response: Twitter Data

    Social Media Analysis of Catastrophic Response: Twitter Data This abstract describes a report that studies the social media response to three extreme tornado outbreaks in the Midwest United ...

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    • Authors: R. Dale Hall, Steven Siegel, Kailan Shang
    • Date: Mar 2017
    • Competency: External Forces & Industry Knowledge
    • Topics: General Insurance (Property & Casualty)
  • California Wildfires

    California Wildfires 2nd place paper for The Actuarial Foundation's Modeling the Future Challenge. The paper examines the property losses sustained by homeowners and the economic losses sustained ...

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    • Authors: Siona Tagare, Anushka Srinivasan, Reva Tagare
    • Date: Jun 2022
    • Competency: External Forces & Industry Knowledge
    • Topics: General Insurance (Property & Casualty)
  • General Insurance Ratemaking and Reserving (GIRR) Exam—2019 Syllabus Updates

    General Insurance Ratemaking and Reserving (GIRR) Exam—2019 Syllabus Updates This article provides an update of the activities currently in progress in SOA General Insurance research. By Scott ...
    • Authors: Society of Actuaries
    • Date: Dec 2019
    • Competency: External Forces & Industry Knowledge
    • Publication Name: General Insurance Insights
    • Topics: General Insurance (Property & Casualty); General Insurance (Property & Casualty)>Marketing and distribution - General Insurance; General Insurance (Property & Casualty)>Policy forms and coverages; General Insurance (Property & Casualty)>Pricing/ratemaking - General Insurance
  • General Insurance Research Update

    General Insurance Research Update This article provides an update of the activities currently in progress in SOA General Insurance research. By Scott Lennox The General Insurance Research ...
    • Authors: Society of Actuaries
    • Date: Dec 2019
    • Competency: External Forces & Industry Knowledge
    • Publication Name: General Insurance Insights
    • Topics: General Insurance (Property & Casualty); General Insurance (Property & Casualty)>Marketing and distribution - General Insurance; General Insurance (Property & Casualty)>Policy forms and coverages; General Insurance (Property & Casualty)>Pricing/ratemaking - General Insurance
  • Looking Ahead

    Looking Ahead An introductory article for the January 2026 issue of the General Insurance Community Newsletter. Anthony Cappelletti ...

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    • Authors: Anthony Cappelletti
    • Date: Jan 2026
    • Competency: External Forces & Industry Knowledge
    • Publication Name: General Insurance Community Newsletter
    • Topics: General Insurance (Property & Casualty)
  • The Problems with Cyber Insurance’s Growth Imbalance

    The Problems with Cyber Insurance’s Growth Imbalance The cyber insurance market looks like it’s growing—rapidly, in fact. However, there’s more to the cyber insurance market than the outward ...

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    • Authors: Thomas Johansmeyer
    • Date: Apr 2023
    • Competency: External Forces & Industry Knowledge; Results-Oriented Solutions; Strategic Insight and Integration
    • Publication Name: Risk Management
    • Topics: General Insurance (Property & Casualty); General Insurance (Property & Casualty)>Capital - General Insurance; General Insurance (Property & Casualty)>Insurance cycle; General Insurance (Property & Casualty)>Underwriting - General Insurance; Reinsurance; Reinsurance>General reinsurance; Reinsurance>Pricing - Reinsurance; Reinsurance>Product development - Reinsurance
  • Review of Offshore Life and Annuity Jurisdictions’ Reinsurance Landscapes

    Review of Offshore Life and Annuity Jurisdictions’ Reinsurance Landscapes The document is a Request for Proposals (RFP) for a research study on offshore life and annuity jurisdictions' ...

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    • Authors: Society of Actuaries
    • Date: Mar 2024
    • Competency: External Forces & Industry Knowledge
    • Topics: Financial Reporting & Accounting; General Insurance (Property & Casualty); Reinsurance
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