Description: Summary of industry practices on assumption governance, trend, challenges, and opportunities.

Description: report on the IAA

Description: This article discusses update in the last two years to Solvency II.

Description: Results of an SOA survey regarding the expectation for 2015 accruals for 3Rs and cost sharing reduction payments.

Description: This article summarizes key aspects of the Economic Balance Sheet (EBS) framework with respect to valuation of long-term liabilities. It highlights key implications of the EBS framework for life insurers and actuaries.

Description: Update on research projects sponsored by the Financial Reporting Section.

Description: This article provides a summary of the research paper and Excel-based tool that can be found on the SOA’s website at Regulatory Capital Adequacy for Life Insurance Companies: A Comparison of Four Jurisdictions | SOA.

Description: In this article, we introduce a novel machine learning-based model that analyzes and predicts policyholder behaviors at the individual policy level. Policyholder embedding representations are learned using a Recurrent Neural Network (RNN) that takes into account the sequence of historical transactions associated with a policy. Additionally, a Neural Network with a multi-head architecture is trained to predict the policyholder's next action based on the policyholder embedding and other policy attributes. The resulting model offers several advantages over traditional experience studies and assumption-setting methods, including the ability to set policy-level assumptions that improve reserve accuracy, predict multiple behaviors simultaneously while capturing the interrelationships between them, and generate policyholder embedding representations that are useful for segmentation.

Description: With coinsurance of an existing block of long-duration insurance contracts, there may be existing reinsurance that remains in force. The new coinsurance is typically net of such “inuring reinsurance.” In this article, we look at approaches that the new reinsurer might apply to account for the effects of inuring reinsurance.

Description: Section Chair’s Notes by Shirley Hwei-Chung Shao from The Financial Reporter, October 1999, Issue No. 40.