Description: This article is a discussion about the life settlement industry and the tax considerations for life insurance bought and sold in the secondary market.

Description: On March 25, 2010, the Treasury and IRS issued Notice 2010-29. The new Notice follows-up Notice 2008-18, in which the Treasury Department Treasury and the Internal Revenue Service IRS identified concerns regarding proposed Actuarial Guideline VACARVM and suggested approaches that might be taken to address those issues. Actuarial Guideline VACARVM was effective, as AG43, beginning on Dec. 31, 2009. This discussion is the fourth in a continuing series of interdisciplinary dialogues in TAXING TIMES on selected tax issues related to proposals regarding principle-based reserves.

Description: Measuring Fair Value for Participation Units of Stable Value Pooled Funds

Description: The article traces a broad history of the types of models used for loss reserving, with comment on where this may lead in future.

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: Artificial intelligence (AI) at the heart of new digital tools allows actuaries to extract structured data useful for creating more precise risk assessment models. This technology sits best alongside the expertise of insurance professionals who have years of experience in the industry. RGA’s partnership with DigitalOwl is an example of how AI combines with human knowledge for the best outcomes.

Description: This article provides a high-level description of how the One Big Beautiful Bill passed enacted on July 4, 2025 specifically affects life insurers. Primarily in this article, ACLI reflects on its 18-year collaboration with the Society of Actuaries through the Taxing Times publication, highlighting key tax legislation impacts and ongoing advocacy for the life insurance industry. This final column acknowledges past achievements and emphasizes continued commitment to industry representation amid evolving challenges.

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.