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: A compilation of reader responses is presented to a real life situation posed involving a management, leadership, or other business decision. This issue’s case study involved a dilemma involving an ASA who decided to stop taking exams, and communication difficulties with the Chief Actuary.

Description: Inclusive Leadership: A Conversation

Description: To review 2021 and look forward to 2022 as the new Chair of the Actuary of the Future section council

Description: In this article, Aneesha Deshpande examines how Hagerty's complementary business models- specialty insurance and automotive lifestyle and membership services- are a result of a deep understanding of customer needs.

Description: Details on the Retirement Section Council and the direction we're moving for our members.

Description: Can we learn anything about business success, or better yet about life, from the world of politics? One would presume not, given the seeming vast gulf between these realms. Yet perhaps this personal tale of a challenge I undertook decades ago might shed some light on how independent actuaries (and entrepreneurs in other corners of business) might adopt a refreshing perspective that advances, or even transforms, their current actuarial practice’s trajectory.

Description: The paper demonstrates that the most popular rationalization for evolving glide paths is flawed and should be discarded. The paper also demonstrates that glide paths should generally evolve for investors that endeavor to optimize outcomes and reevaluate their portfolios regularly.

Description: This is the first article in the new "Fireside Chat" series which intends to honor highly accomplised academic actuaries and allow them to share their insights into academic careers with young scholars. This article is mainly based on an interview with Dr. Edward Frees (Jed), one of the most accomplished actuarial professors.