| 8:00 AM - 5:45 PM ET | Click Title to Join Room |
8:00 AM - 9:00 AM ET Click Title to Join Breakout Room (2 concurrent sessions) |
| Breakout Room 1 |
Breakout Room 2 |
CS-3: Cost Drivers in Automobile Insurance
Presenter(s): Susan Kent, FCAS, MAAA, MS; Meagan Mirkovich, FCAS; Geoffrey Werner, BS, FCAS, MAAA; Jared Smollik; Margo P. Mackenzie, FCAS
Description: Auto insurance affordability has become an increasing concern as claim costs have risen faster than household incomes. This session reviews the key drivers of personal auto insurance costs, including inflation in parts and medical expenses, vehicle technology, miles driven, legal and fraud dynamics, electric vehicles, and emerging factors such as tariffs. Speakers will also discuss forces that may help reduce losses over time, including ADAS, safety technology, telematics, and policy interventions, providing an actuarial perspective on recent trends and potential paths forward.
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CS-4: Do You Have What It Takes to Be in the C-suite?
Presenter(s): Isaac Espinoza, FCAS, FSA, MAAA; Brian Z. Brown, FCAS, MAAA; H Elizabeth Mitchell, FCAS, MAAA
Description: C-suite executives have a range of skills outside of their technical skills. Some of the most important skills are leadership, communication, as well as motivating and managing staff. These skills are typically not learned through textbooks but are acquired through practice. This session will highlight approaches that actuaries can use to develop these skills. Our panelist will also share perspectives and experience on how effective Actuarial Leaders are empowering their teams to think differently, modernize their capabilities and leverage analytics to advance the business strategy. This session will focus on some of the hurdles that different groups may face in the current workplace (e.g. women, younger versus older generations, different cultures etc.) and discuss approaches for overcoming the hurdles.
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| 9:00 AM – 9:30 AM ET | BREAK |
9:30 AM - 10:30 AM ET Click Title to Join Breakout Room (2 concurrent sessions) |
| Breakout Room 1 |
Breakout Room 2 |
CS-13: Where the Surprises Hide in Reserving
Presenter(s): Mason Spitz, FCAS, MAAA; Michael Henk, FCAS, MAAA; Kayla M. Robertson, FCAS MAAA
Description: Reserving surprises often hide below the surface. This session shows how systematic search techniques can help actuaries prioritize reviews, validate intuition, and uncover hidden risks. Learn how these tools fit into existing workflows, support professional standards, and sharpen focus - all without replacing the central role of actuarial judgment.
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CS-10: Log It or Lose It: CE Log and US Qualification Standards
Presenter(s): Jeremy Shoemaker, FCAS MAAA CERA; Esther Becker, ACAS, MAAA; Kenneth Hsu, FCAS, CSPA, MAAA, CPCU
Description: Your CE Log is one of the most critical, yet often overlooked, responsibilities of a practicing actuary. With about 1% of members selected for review each year, this session demystifies the CE review process in a clear, practical way. We will walk through USQS requirements, common pitfalls, and simple steps to keep your CE log review-ready at all times. Bring your questions and be ready to test your knowledge in this interactive, engaging session.
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| 10:30 AM – 11:00 AM ET | BREAK |
11:00 AM - 12:00 PM ET Click Title to Join Breakout Room (2 concurrent sessions) |
| Breakout Room 1 |
Breakout Room 2 |
CS-15: Bias and Fairness in Insurance: Lessons Learned, Recent Milestones, and the Road Ahead
Presenter(s): Ronald T. Kozlowski, FCAS, MAAA; Roosevelt Mosley, FCAS, MAAA, CSPA; Mallika Bender, FCAS, MAAA; Tyson Mohr; Mike McKenney
Description: Actuarial pricing approaches aim to produce rates that are fair and objective. But how should our methods adapt, if at all, when concerns about systemic and algorithmic bias introduce conflicting definitions of "fairness"? Over the past five years, this question has become a central topic in regulatory, consumer, and actuarial conversations. This panel will trace the evolution of the fairness debate—from longstanding rating concerns to recent state‑level activity, consumer‑advocacy engagement, and industry response. Panelists will examine how different stakeholders have approached concerns around algorithmic bias, new data sources, and predictive models.
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CS-18: Let's Build a Loss Cost Model Together!
Presenter(s): Nate Loughin, ACAS; Freddie Galloway, FCAS, MAAA
Description: Maybe you're considering taking on a new role in pricing or underwriting. Maybe you're facing a leadership mandate to deploy more predictive analytics. Maybe you just feel like the last person on earth who has never built a gradient boost model. In this "how to", hands-on session we will start with a basic set of data files and build a predictive model together. You'll leave with greater confidence and a worked example you can return to over time. All that's required is your laptop, your presence, and an installation of R and RStudio (free products).
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| 12:00 PM – 1:30 PM ET | BREAK |
1:30 PM - 2:30 PM ET Click Title to Join Breakout Room (2 concurrent sessions) |
| Breakout Room 1 |
Breakout Room 2 |
CS-24: Extracting Insights from Claims Notes Using LLMs
Presenter(s): Kristan H. McGraw, ACAS, MAAA; Paul Kutter, PhD, FCAS, MAAA, CSPA; Alec J. Fisher, PhD, CSPA
Description: This session shows how we use a large language model (LLM) to extract information from claims notes in raw text form and compares the performance of different models on real data.. The session also locates this application within the larger framework of actuarial standards and risk-based enterprise AI governance. The first segment establishes the framework; a live poll asks participants to apply the framework to different applications. The second segment gives more technical details of the application including data exploration, prompt engineering, implementing retrieval-augmented generation (RAG), and model performance evaluation. Attendees will also take part in a brief “Human vs. LLM” reasoning exercise, comparing their interpretation of a claims note to the model’s response, reinforced by a handout summarizing governance and evaluation frameworks.
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CS-23: When the Climate Changes the Odds: Actuarial Insights from Attribution Science
Presenter(s): Seong-min Eom, MAAA, FSA, PRM; Nathan Luketin, FCAS, MAAA; Dorothy Andrews, PhD, MAAA, ASA, CSPA
Description: As extreme weather intensifies, actuaries face a complex challenge: distinguishing natural variability from the quantifiable impacts of human-driven climate change. This distinction is now foundational for resilient modeling and financial stability. This session explores climate attribution science—quantifying the human influence on weather extremes—and how it reshapes risk assessment. By identifying the climate change “fingerprint” in events like hurricanes and wildfires, this science provides a forward-looking framework that complements traditional historical data.
The session will highlight how the actuarial profession can bridge climate science and financial modeling, helping companies and policymakers better anticipate and adapt to the realities of a warming world.
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| 2:30 PM – 3:00 PM ET | BREAK |
3:00 PM - 4:00 PM ET Click Title to Join Breakout Room (2 concurrent sessions) |
| Breakout Room 1 |
Breakout Room 2 |
CS-29 How the Data Bias Can Derail Insurance Decisions
Presenter(s): YiFan Zhou; Mark Ma, CPCU
Description: Building robust insurance business models requires more than advanced algorithms—it demands vigilance against hidden data pitfalls. This presentation explores common traps such as temporal infidelity, Simpson’s paradox, confounding and omitted variable bias, sample bias, and more. Drawing on real-world examples from various insurance lines, we’ll reveal how these issues often arise in automated machine learning workflows and why overlooking them can mislead decision-making and harm company performance. Attendees will gain practical insights to identify, mitigate, and prevent these biases, ensuring models deliver accurate, trustworthy results.
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CS-27 Do More Filings Equal Better Results?
Presenter(s): Christopher Cooksey, FCAS, MAAA, CSPA; Clara Yam, FCAS
Description: The typical pace for insurers in the personal and small commercial lines is to file 1-2 rate changes per year per state. There are plenty of practical reasons for this. Resource constraints within companies can make this the upper limit of what can be supported. Many departments of insurance can barely keep up with the existing number of filings anyway. But what are we giving up by accepting these limitations? Where would we see the impact of increased ratemaking agility? Is the important thing how often we file rate changes, or the recency of the analyses we are filing?
In this session, we simulate the impact of filing frequency under different economic scenarios - stable loss trends and sudden spikes. We show the resulting inaccuracies in pricing due to timing alone, and discuss how these stem from the time lag between modeled data and target predicted date. We will consider the impact of regulatory review as one component of this time lag, and model the cost of longer versus shorter review processes. We will also consider the impact of market changes due to competitor actions, and see if slow response times can lead to adverse selection.
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| 4:00 PM – 4:30 PM ET | BREAK |
| General Session 3 |
4:30 PM - 5:45 PM ET | GS-3: Shaping Tomorrow: How Consulting Actuaries Are Redefining Their Role — Insights from Industry Leaders
Presenter(s): Jennifer J. Jabben, FCAS, MAAA; Roosevelt Mosley, FCAS, MAAA, CSPA; Farah Ismail; Kathleen Odomirok; Dan Gibson, FCAS, MAAA
Description: As the insurance and risk landscape continues to evolve rapidly, consulting actuaries are playing an increasingly strategic role in guiding clients through complex challenges and opportunities. This dynamic panel brings together senior leaders from leading consulting firms to share their perspectives on the shifting priorities within the industry and how consulting practices are adapting to meet the changing needs of their clients.
Join us for an engaging discussion on emerging trends, innovative approaches, and the expanding scope of consulting actuarial work. Panelists will explore how firms are redefining their value proposition, leveraging new technologies, and fostering deeper client partnerships to drive impactful solutions in today’s fast-paced environment.
Attendees will gain valuable insights into the future direction of consulting actuarial services and practical strategies for staying ahead in a competitive and transformative market.
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