Description: This Q&A article discusses the use of machine learning to analyze unstructured data. Supriya Ramachandra, a data scientist at SIKKA, explains how her team uses natural language processing techniques, technical aspects of neural networks, LSTM modeling, and natural language processing. Machine learning allows for the classification of large amounts of unorganized data, providing actionable information for actuaries.

Description: Article about Prompt Engineering Tips.

Description: Discount rate curve construction has been a topic of renewed interest following recent changes in financial reporting standards. Interpolation is a key component of curve construction and can be conducted via an assortment of methods. This article explores six popular interpolation techniques and assesses how they perform with regards to desirable features of such methods: continuity of forwards, stability and locality, simplicity, and market consistency.

Description: Underwriting specialty risks in life insurance can be challenging, but due diligence is at the core of what allows us to make the best and most informed decision.

Description: This is an update, as of February 2025, on the Reinsurance Section’s sponsored research in process and studies recently completed.

Description: This article summarizes IRS guidance on what constitutes a change in basis for computing life insurance reserves under the Internal Revenue Code.

Description: Risk management techniques do not include system science. System science requires that the uncertainty of the world is incorporated into the results. The articles explains the difference between risk and uncertainty. Learn how risk practices create an overoptimistic view of future outcomes.

Description: This article outlines how Bermuda advanced in global tax compliance through the enactment of the Bermuda Corporate Income Tax (CIT) Act of 2023, which will take effect for tax years beginning on or after January 1, 2025. The Bermuda CIT rules incorporate key foundational definitions from the Organization for Economic Cooperation and Development’s (OECD) Pillar Two GloBE model rules, while also exhibiting significant differences from Pillar Two. The article discusses the various elections available for taxpayers, key mechanics of the CIT, and the latest administrative guidance released by the Government of Bermuda.

Description: Discussion about recent ALM and Benchmarking survey conducted by strategic consulting firm Patpatia & Associates.