Description: This article provides a brief overview of the current state of machine learning (ML) and artificial intelligence (AI) as they apply to actuarial science, including discussion around the integration of actuarial judgment with ML and AI. It concludes with an example of explainable ML through a python tool known as SHAP (SHapley Additive exPlanations), which is able to explain the key drivers behind individual ML or AI predictions.

Description: This article reviews the topics discussed at the December 2004 meeting of the Life and Health Actuarial task force. The covered topics include Actuarial Guideline 38 and Reserves for Variable Annuities C-3 Phase 2 reserves.

Description: This article discusses a recently completed RGA in-depth study that looked at assumptions and experience for lapses and mortality at the end of the level premium period for level term business.

Description: This article is a brief overview of what digital health is, how it is regulated, and who some of the big unicorns are.

Description: This article discusses the impact of consolidation in the U.S. life reinsurance

Description: This article highlights 13 attributes shared by various groups of companies that landed in trouble. The companies are identified, and the attributes are described.

Description: Managed care networks are important to control rising health care costs . these need to be priced appropriately to produce the right results for all stakeholders . This includes analysis of utilization and costs for both in and out of network claims . A variety of risk and administrative service options exist for entities assuming such risk .

Description: The article provides insights about the need for revolutionary actuaries in Saudi Arabia due to the reform that is happening across the kingdom under all sectors. Then I talk briefly about the health sector and the transformation that is happing in the sector, and how qualified health actuaries can contribute to this health reform.

Description: With more than 24 years of experience in the reinsurance market, Bruno Freire is the CEO and one of the co-founders of Austral Re, along with Vinci Partners, a private equity firm. Austral Re is a Brazilian- based multiline reinsurer which that writes business across Latin America. It has grown organically throughout the last 13 years, and had its credit rating upgraded to A- in 2023 by AM Best (it also has AAAbr from S&P). Before joining Austral, Bruno had been a reinsurance broker at Aon Re for more than 10 years, having witnessed the opening of the reinsurance market in Brazil. As we will be seen in his interview the following, he believes in a data driven analytic approach, client focused but with an underwriting mindset, as well as a strong support from actuaries and technology as key instruments to run a reinsurance company successfully.

Description: The author discusses an interpretation of the surrender charge limitations specified in New York’s Regulation 77 which increases the maximum allowable surrender charges for renewal years. This interpretation was presented to and accepted by the New York State Insurance Department.