Description: This webcast will walk through several statistical methods for imputing race and ethnicity from U.S. datasets, highlighting their strengths and weaknesses, talking about how to use them and evaluating their accuracy, and telling you where you can get code packages as well as a free dataset to try the methods out.

Description: Meet the authors of and learn about the contributors to the newly published e-book "Design Your Future with the Competency Framework." Presenters will share their personal reflections, stories and words of wisdom to bring to life the eight professional and personal competencies in the SOA Competency Framework.

Description: "This session will explore recent and historical advancements in computing relevant to actuarial analysis. We will provide a comprehensive overview of the current landscape, tracing the journey of how we arrived here and how actuaries are already harnessing these innovations. This session will primarily be focused on hardware and as software programming interfaces - the latter, in effect, helps accelerate code and ease of access to specialized hardware. We will also examine optimization opportunities involving the intersection of the two. Hardware discussed may include CPUs, GPUs, memory, and motherboard architecture, as well as bottlenecks such as bandwidth, power and heat management, and input/output management. The session will also touch on quantum computing and what problems relevant to actuarial analysis may benefit from quantum algorithms. Coming out of this session, the audience will gain valuable insight into the forefront of technological advancements that are transforming computing efficiency in actuarial valuation and analysis. They will also learn about the key hardware and software optimization techniques that can enhance existing actuarial processes."

Description: This session will cover the regulatory testing requirements issued by Colorado in its SB21-169 regulation, New York Insurance Circular Letter No. 7 issued in 2024, as well as other US States. It will also explore the actual implementation of these requirements on a company using Large Language Model on external data for life underwriting.

Description: Based on the work of the American Academy of Actuaries, this session will share insights on auditing an algorithm and provide an artificial intelligence governance checklist.

Description: A deep dive into utilizing open-source tools for cash flow projection or valuation tasks when Excel and vendor software may not be the right fit. Speakers will cover common concerns about open-source tooling, a real-world example of Excel at its limits, a walkthrough of building a valuation engine in Python, performance comparisons of multiple languages and implementation approaches, and perspectives on using open-source tooling in the real world. Attendees will learn the pros and cons of open-source tools, when incorporating these tools might make sense, ways to get started, and gain exposure to advanced topics like profiling and optimization, concurrency, and adding a graphical user interface.

Description: "Actuarial modernization is transforming the profession, and coding plays a central role. Coding skills enable actuaries to automate data manipulation, streamline model development and effectively harness advanced analytics. This session explores why coding is foundational to the future of actuarial work, highlighting practical use cases, essential technologies and career benefits. We will discuss the importance of coding and its return on investment for your career. The session will introduce several coding tools, demonstrating their practical applications to actuarial tasks, such as efficiently merging model changes. Attendees will learn key design patterns that enhance model maintainability and identify common anti-patterns that create errors and technical debt. Additionally, a practical demonstration will showcase how generative AI tools such as GitHub Copilot significantly boost productivity and simplify coding tasks for actuaries. Join us to discover how investing in coding - comparable in effort to passing one actuarial exam - can deliver lifelong professional advantages and position actuaries at the forefront of technology-driven innovation."

Description: The objective of this session is to help actuaries understand the impact of tax regulations on actuarial reserving and the calculation of the Value of Business Acquired (VOBA). Actuaries must ensure compliance with tax reserving requirements, assess differences between statutory and tax reserves, analyze tax treatment of VOBA in mergers and acquisitions, and evaluate their financial implications. By integrating tax considerations into actuarial modeling, insurers can optimize tax efficiency, maintain regulatory compliance, and enhance financial performance.

Description: This session introduces you to the next level of gen AI: AI Assistants (also known as Custom GPTs, Gems, or Bots). An AI Assistant is a specialized, tailored version of a Large Language Model (LLM) that allows the user to produce a persistent, pre-programmed tool designed to handle complex, repetitive professional tasks with guaranteed consistency, accuracy, and alignment. We will move beyond casual prompting to explore the mechanical architecture required to build reliable, high-stakes assistants for a variety of applications.

Description: In this interactive presentation, you will learn how people make decisions and how this can lead to errors in judgement and irrational choices.