Description: This session will discuss what is meant by 'bias' and 'fairness', the regulatory environment, how to identify and mitigate bias in models, and proper oversight and governance of model building. The session will include a case study.

Description: This session will27601 summarize the key National Association of Insurance Commissioners (NAIC) activities with a primary focus on updates to principle-based reserve valuations and appointed actuary topics. Hear insights into the current set of activities and initiatives being considered and/or adopted by the NAIC Life Actuarial Task Force (LATF) and the NAIC Risk Based Capital Working Group. In addition, other actuarial practice issues and other appointed actuary and opinion topics relevant to life insurance, variable annuities and fixed annuities will be discussed, including recent exposures and adoptions by the Actuarial Standards Board. By the end of the session, attendees will understand what changes are being made to reserves, RBC, PBR and actuarial standards and related topics, and the anticipated timing of such emerging changes.

Description: Get an in-depth explanation on how data scientists and actuaries can work together to battle the issues arising from big data. Join our focus on the insurance industry as a whole and look at data scientists' and actuaries' roles from the views of different areas of the industry. We will also focus on how data science can be a valuable tool for actuaries. After the session, you will be able to understand: - How developments in data science are shaping Insurance Industry practices - How data scientists can help actuaries - How data science can be used to improve analysis of industry experience

Description: Pension risk transfer (PRT) involves two distinct disciplines of the actuarial profession, retirement and life insurance. This session is open to all but targeted to retirement actuaries looking to understand the considerations of how PRT is priced by life insurance actuaries and the nature of the risks that life insurers face. If you're a life insurance actuary, you will gain insight into how the retirement side views the PRT insurers, particularly in relation to safety.

Description: LIMRA and the SOA Research Institute have completed the most up-to-date study of group life experience. The results include breakdowns for Basic Life, Supplemental Life, and Portability coverages and analysis for Life Insurance, Waiver of Premium, and Accidental Death & Dismemberment claims.

Description: The Society of Actuaries released research in 2007, performed by Jim Toole, that develops a model for a U.S. individual life insurance company to consider its potential liability exposure as a result of a pandemic. Sponsored by the Mortality and Longevity Strategic Research Program Steering Committee, this paper updates several model assumptions including mortality in light of COVID-19.

Description: The Emerging Issues in Underwriting Survey was intended for direct life writing insurance companies in the US and Canada. The Survey looked at various trends that could have a significant impact on the process and practices of life insurance underwriting in the future.

Description: Many insurance companies have started Diversity, Equity, and Inclusion (DEI) initiatives over the past few years to better engage with their employees and communities in new ways. Explore another important audience of DEI programs: the customers who purchase insurance products. Review research on the unique needs of specific groups that may have been underserved by insurance companies in the past. You will also touch on ways to make the insurance buying process more accessible to everyone.

Description: Come discuss inforce management techniques that go beyond the traditional methods of adjusting non-guaranteed elements within contractual limits. Methods such as retention, cross-selling/up-selling, wellness, exchange programs and other customer behavior initiatives will be presented with relevant considerations.

Description: Focusing on the topic of Principle Based Reserves (PBR), the SOA offers on-demand education. The PBR series consists of ten micro-lessons providing foundational education on PBR and requirements of VM-20.