Description: Starting with a review of recent VA and FIA industry policyholder behavior experience, this session will explore several critical elements in developing a sustainable and coherent framework to translate this complex experience data to assumption models, particularly for guarantee features such as GLWBs. The discussion will include the use of industry- and company-level data in building customized predictive models, and integrating models across behaviors such as income utilization and surrenders.

Description: The IAA has published a textbook-sized monograph on implementing risk adjustments under IFRS 17. This monograph will be helpful to those calculating the risk adjustment and those who want to know what the risk adjustment represents and how if affects period to period reporting.

Description: Recent and pending changes in financial reporting standards and regulations such as IFRS 17 and US GAAP Targeted Improvements are ramping up the performance pressures on actuarial models. New infrastructure technology in the cloud is driving modeling options that may well help actuaries successfully and economically meet these challenges and unlock even greater transformational change.

Description: GAAP's elimination of gross profit as a basis for amortization of deferred acquisition costs enables the accounting for reinsurance of universal life contracts to better reflect the economic protection provided by reinsurance. This article takes a fresh look at the standards of accounting for universal life contracts and for reinsurance, then puts them together to find the techniques that best account for that protection.

Description: 1993 SOA Meeting, Quebec. This session is about implementing new technology, choosing between competing technology, problems to watch out for, unexpected benefits, migrating from mainframe to client/server, automating the field force and large-scale networks.

Description: Actuaries are leveraging predictive modeling and machine learning more and more as they strive to provide greater value to their stakeholders. Actuarial standards of practice provide guidance around modeling and data. The world has changed significantly over the last few years, so it is important these models be tested for fairness as well as any statistical biases. This article addresses some of the key issues actuaries need to be aware of as Corporations and society work through the responsible us of this technology and underlying data.

Description: This research report on retirement risks and solutions for the middle market was presented in a webcast by the Retirement Income Industry Association. The market was identified, profiled and risk assessed. Then the needs and challenges were assessed and solutions were were offered.

Description: Submission components, format and considerations.

Description: The mismatch between how interest rate impacts the value of assets and liabilities could have material negative impact to companies’ earnings and surplus. To quantify and mitigate the impact of such mismatches, companies have used matching a combination of duration and convexity. I will review these measurement techniques and their limitations.

Description: Commentary on practical observations resulting from constructing and running Economic Capital models. Possible standardization of assumptions and result interpretation are morphing even though use of E.C. models has now been around for years.