Description: This research report develops a framework for modeling and pricing cybersecurity risk.

Description: This report considers a hybrid portfolio that combines life and general insurance aspects.

Description: This report concerns optimal new business written premium mix at the firm and state levels under varying competitive conditions.

Description: Excel spreadsheet that support the Quantification of Cyber Risk for Actuaries report.

Description: This report provides an exploration of the potential impact of Artificial Intelligence (AI) on medical malpractice claims, with a focus on one specialty (radiology) and one state (New York). The discussions in this report are targeted to actuaries who are interested in developing a method to quantify the potential impact of AI to their own medical malpractice portfolio or to their own work.

Description: This article looks into the issue of cyber risk for automobiles.

Description: This article takes a look at the issues regarding the increasing population of older drivers on the road - specifically with regards to the effect on road safety and automobile insurance.

Description: This article provides an overview of the GI Course within the SOA’s Climate Risk Certificate Program

Description: The Society of Actuaries (SOA) Research Institute commissioned a study to understand how insurers are responding to the framework used for climate disclosure practices, attempting to identify current practice and best and emerging practice. Used by firms to ensure they manage climate risk appropriately, the framework from the Task Force on Climate-related Financial Disclosures (TCFD) focuses on disclosure of governance, risk management, strategy, and metrics.

Description: This report discusses the use of federated learning in the insurance industry and explores the benefits and challenges of this approach.