Description: in the insurance industry, machine learning models are increasingly used to make decisions that affect people's lives. In order to ensure that models are fair, they should be audited for bias. There are no hard and fast rules for bias audit; metrics that can be used to evaluate fairness vary depending on the context in which the model is deployed. The presenters in this session present a flexible framework that highlights key considerations in bias evaluation that can be adjusted to suit your process.

Description: Discussion of recent economic, social and political environment and trends and the impact they have had on insurance regulation and needed changes in the regulations and regulatory process.

Description: This article discusses final Treasury Regulations published in October 2019 under Internal Revenue Code sections 101 and 6050Y. The regulations cover new tax reporting requirements for transfers and sales of life insurance contracts, as well as changes to the transfer-for-value rules related to reportable policy sales

Description: The National Association of Insurance Commissioners (NAIC) is in the middle of a project to change the real-world economic scenario generator (RW ESG) prescribed for principle-based reserve and capital calculations. Explore a brief summary of the NAIC's RW ESG project and gain a general overview of RW ESGs. Learn how RW ESGs impact principle-based reserve and capital levels, their potential impact on life insurance companies and consider differences between the currently prescribed RW ESG and the proposed RW ESG.

Description: A high-level overview of the recent release of the update to the illustration practice notes, or IPNs.

Description: Discusses legislation being proposed in various states that would apply to Small Face Amount Policies, SFAPs.

Description: This article describes the new state of Washington regulation governing replacements noting problems with the formula used and offering improvements.

Description: This article discusses a new budget resolution introduced by the Canadian government providing for new methods of taxing life insurance companies.

Description: Summary of the upcoming activities for the Smaller Insurance Company Section in 2016.

Description: Guy Thomas develops the theory of “loss coverage,” which is a measure of the extent to which potentially insurable losses are actually compensated by insurance. His main points of difference are: a) Adverse selection in insurance is usually weaker that most commentaries suggest … b) From a public, policy perspective, ‘weak’ adverse selection in insurance is a good thing. … c)… some restrictions on risk classification are a good thing in some insurance markets