Description: The proposed revisions to the variable annuity statutory framework and the FASB targeted improvement for long duration contract, motivate life insurance companies to re-evaluate their hedging strategy. Recently proposed revisions of AG 43/VM-21 and C3 Phase II, reward companies that have a clearly defined hedging strategy, if the companies can demonstrate that the valuation model and capital model can estimate real hedge performance accurately. The speakers of this session will discuss the hedging implication of the proposed AG 43/VM-21 and C3 Phase II framework. Additionally, methodology computational requirements, back-testing results under different economic scenarios and the resulting hedge credits of different hedging strategies will be compared, including explicit dynamic hedge and implicit dynamic hedge. The speakers will also touch on the impact of rebalance frequency on the performance of dynamic hedge. Case studies will be presented to provide guidance on practical implementation.

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. In this session, we present a flexible framework that highlights key considerations in bias evaluation that can be adjusted to suit your process. In this session, we will learn about different metrics to assess fairness, discuss open source tools that can be used for bias audit, and walk through a case study.

Description: Hear from companies & consultants that early adopted VM-21 for year-end 2019. Learn from their experiences in preparing for the significant additional work required for implementation - updating models, assumptions, documentation, etc. Hear about the NAIC review and feedback (if available).

Description: This article helps illustrate that a guaranteed income stream in retirement has much more value than merely longevity protection. Used properly, a payout annuity is also a hedge against one's retirement nest egg evaporating, leaving the retiree living check to check on a fixed income only. The article will be of interest to those involved in product development and design, sales and marketing, and payout annuities or guaranteed withdrawal benefits in general.

Description: This article discusses the problems created by the options in unit-linked annuities in the UK, variable annuities in the US and segregated fund contracts in Canada. Methodology for valuing the guaranteed annuity option is presented.

Description: VM-22 was first introduced into the Valuation Manual in 2018. A number of changes have been made since its introduction, with more expected on the way. This article compares valuation requirements for income annuities pre- and post-VM-22, discusses technical and implementation implications with regards to VM-22 (including comparison with New York Regulation 213), and considers future revisions.

Description: The Society of Actuaries and LIMRA have sponsored a Variable Annuity Guaranteed Living Benefit Utilization Study. This study is an annual update of earlier investigations conducted since 2006.

Description: This report utilizes a literature review, company survey, company interviews and/or other methods to catalog a listing of common living benefit riders. It was sponsored by the Product Development and Reinsurance Sections along with the Committee on Life Insurance Research. This paper has several goals in relation to each living benefit rider type: to define various living benefit riders, to provide historical sales data and general filing requirements, to explore how underwriting and administration is handled, and to comment briefly on the overall level of claims activity experienced thus far compared to pricing expectations. In addition, it includes a review of the direct and reinsurance pricing implications of the riders to the extent they impact policyholder optionality and base plan financial characteristics. This paper includes perspectives developed through the experience of the authors, and includes executive summaries of a survey conducted by the SOA and Milliman of 34 direct writers, and interviews that Milliman conducted with 8 reinsurers.

Description: This overview shows considerations for consumers when reviewing the Life and Annuity Living Benefit Riders study.

Description: The Required Minimum Distribution [RMD] Working Group of the SOA Taxation Section has completed research identifying considerations for actuaries and annuity insurers in determing the actuarial present value of additional benefits for computing the RMD under a deferred annuity contract. This is the Appendix I spreadsheet for determining the Actuarial Present Value of an annuitization bonus. Please see the SOA website research for the full report and other associated spreadsheets.