GS-3 - Surplus Lines Results and Market Trends
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            General Session
        
    
      
              Moderators: 
            Ron Kozlowski
        
    
      
              Panelists: 
            Mark Smith, Benoit Carrier
        
    
      
  
   
    
      
      
          
GS-2 - Ransomware and Other Cyber Headlines
        
    
      
          Has the time come to double down on the cyber insurance market, or is it time to get out? How are actuaries adjusting to recent trends, and what have we learned?  In this session, we will explore cyber insurance topics such as the state of market, rate and capacity, claims trends, industry responses, cybersecurity products, and recent catastrophe events. We will also have a discussion on recent analytic advancement on this insurance risk. Join us as we hear from industry practitioners and their reflections on the newest risk mitigation strategies based on the latest headlines.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            General Session
        
    
      
              Moderators: 
            Kenneth Hsu
        
    
      
              Panelists: 
            Monica Shokrai, Jonathan  Laux, Emma Ye
        
  
   
    
      
      
          
GS-1 - The Science Behind Our Models, the IPCC 6th Assessment
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            General Session
        
    
      
              Moderators: 
            Rade T. Musulin
        
    
      
              Panelists: 
            Rade Musulin, Linda Mearns, Alex Pui
        
    
      
  
   
    
      
      
          
FS-1 - Forging a Successful Path to Machine Learning Deployment
        
    
      
          Eric Siegel, Ph.D.
Author, Predictive Analytics: The Power to Predict Who Will Click, Buy, Lie or Die
Founder, Predictive Analytics World
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Featured Speaker
        
    
      
              Moderators: 
            Kathy Antonello
        
    
      
              Panelists: 
            Eric Siegel
        
    
      
              Keywords: 
            Business Skills,Predictive Modeling,Business Analytics,Data Management and Information
        
    
      
  
   
    
      
      
          
CS-9 - COVID: Lies, Damned Lies and Statistics
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Carl X Ashenbrenner
        
    
      
              Panelists: 
            David Ingram, Guy Avagliano
        
    
      
              Keywords: 
            Dynamic Risk Modeling
        
    
      
    
      
    
      
    
      
  
   
    
      
      
          
CS-8 - Professionalism: Skit Based Session, Based on New Aon Skits
        
    
      
          CAS members are required to invest three CE hours a year to review professionalism topics. One reason is that we all have times in our career where there is pressure to cut a corner or compromise our principles for sake of expediency, to avoid embarrassment, or due to other pressures. One way to prepare for these challenges is to see others in a similar situation and to learn from their experience and mistakes. In this session, skits are presented in which an actuary had pressure to compromise on our professional principles. In addition to viewing the skits, we will present the relevant precepts from the code of conduct and discuss insights and practical challenges that arise in their implementation. Come prepared to interact with the speakers and the audience!
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Sasha Wiegand
        
    
      
              Panelists: 
            Pat Teufel, Sasha Wiegand, Daniel Greer
        
    
      
              Keywords: 
            Professionalism
        
    
      
    
      
  
   
    
      
      
          
CS-7 - Climate Change: Actuarial Roles and Strategies
        
    
      
          This session will introduce the key concepts actuaries need to know in relation to the impact of climate change and detail areas of practice where actuaries have a crucial role to play, both within insurers and at other businesses. Specifically the session will cover: ? The key climate change risks that insurers need to consider including physical and transition risks ? Climate change insurance regulatory considerations (including SEC and DOI specific developments) and stakeholder overview (e.g. investor preferences) ? Relevant climate change reporting standards, including TCFD ? Climate change risk assessments and integration into risk management frameworks ? Climate change scenario testing - data and methodologies ? Impact of recent extreme weather events on historical claims experience and reserving strategies for future climate uncertainties. ? What does this mean for actuaries and what is our role?
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Graham Hall
        
    
      
              Panelists: 
            Graham Hall, Adam Kallin, Matthew Shockley
        
    
      
              Keywords: 
            Climate Change
        
    
      
  
   
    
      
      
          
CS-6 - CAS Race and Insurance Pricing Research - Defining Discrimination and Quantifying Disparate Impact in Insurance
        
    
      
          As the insurance industry focuses attention on potential racial bias across all practice areas, CAS actuaries are being called to understand, and asses the issues and develop solutions. This session will provide an overview of two new research briefs commissioned as part of the Casualty Actuarial Society's Approach to Race and Insurance Pricing - Defining Discrimination in Insurance and Methods for Quantifying Disparate Impact in Insurance. Kuda Chibanda will present key terminology being used in the industry debate on race and insurance, such as protected class, fair and unfair discrimination, proxy discrimination and disparate impact, and explain the implications of conflicting definitions of these terms. Next, Roosevelt Mosely will dive into the issue of disparate impact and compare several potential statistical methods that actuaries can apply to measure fairness in the context of insurance rating.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Mallika Bender
        
    
      
              Panelists: 
            Kudakwashe Chibanda, Roosevelt Mosley, Mallika Bender
        
    
      
              Keywords: 
            CAS
        
    
      
  
   
    
      
      
          
CS-5 - Calling All Actuaries: The Need for Risk Experts to Shape Climate Action
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Ron Kozlowski
        
    
      
              Panelists: 
            Carolyn Kousky, Nancy Watkins, Serena  Sowers
        
    
      
              Keywords: 
            Climate Change
        
  
   
    
      
      
          
CS-42 - Year-end Appointed Actuary Report - Reasonable Ranges and Risk of Material Adverse Deviation : An Interactive Session of Case Studies of Hard Circumstances
        
    
      
          Appointed Actuaries have many responsibilities which are outlined in various guidelines. In this session we’ll wrestle with some of the unique challenges and potential issues you may encounter as an Appointed Actuary when needing to provide reasonable ranges and opining on the risk of material adverse deviation.  Come join us in an interactive session where 4-5 hard and relevant case studies will be discussed in an interactive environment.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Robert Wolf
        
    
      
              Panelists: 
            Robert F. Wolf, Mary Frances Miller, Kathleen Odomirok
        
    
      
              Keywords: 
            Enterprise Risk Management
        
  
   
    
      
      
          
CS-41 - University Award Program
        
    
      
          Interested in learning how companies can partner with universities to prepare the next generation of
property and casualty actuaries? Want to know the innovative ways universities are incorporating
property and casualty into their curriculum, research, and industry engagement initiatives? Then attend
this session presented by representatives from the 2021 CAS University Award winning schools: 
Arizona State University, Brigham Young University, Georgia State University and University of New South Wales.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Ken Williams
        
    
      
              Panelists: 
            Stefanos Orfanos, Brian Hartman, Jae Kyung  Woo, John Zicarelli
        
    
      
              Keywords: 
            CAS
        
    
      
    
      
  
   
    
      
      
          
CS-40 - Understanding the Big Picture: What are the Downstream Impacts of YOUR Analysis or Model?
        
    
      
          In this session, we will discuss how the work of a single Actuary or team of Actuaries impacts (or could impact) other functional areas within an insurance company. We will examine these downstream impacts through the lens of the Pricing, Reserving and Capital Modeling Actuary and will touch on the impacts across these functional areas as well as other functional areas including Underwriting, Risk Management, Finance and Asset Management. Throughout this session, the audience will receive tips on how they can break down functional silos and enhance cross-functional collaboration through improved inter-disciplinary communication and the creation of analyses / models which reflect a more holistic understanding of the impacts of their work across the firm.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Kevin Madigan
        
    
      
              Panelists: 
            Dustin Duncan, Chris Gross, Kevin Madigan, Kristen Bessette
        
    
      
              Keywords: 
            Commercial Lines
        
    
      
  
   
    
      
      
          
CS-4 - Building a Framework for Casualty Cat Modeling
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Wenwen Sun
        
    
      
              Panelists: 
            Eric Dynda, Theodore Bowie, Krish Kamdar
        
    
      
              Keywords: 
            Reinsurance
        
    
      
  
   
    
      
      
          
CS-39 - Travelers Actuarial Reserving Cooking Show
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Erich Brandt
        
    
      
              Panelists: 
            Darian Garner, Wesley Griffiths, Colin Heydorn, Nicholas LaPenta, Deborah Mergens, Rachel Warner, Chad Wilson, Marci Freida
        
    
      
              Keywords: 
            Reserving, Reserving
        
    
      
  
   
    
      
      
          
CS-38 - The Start Up Nation: Innovation and Actuarial Opportunities in Israel
        
    
      
          The pace of innovation in Israel has inspired its nickname as "The Start Up Nation."  What are the implications for actuaries?  This presentation will be divided into two parts.  (1) An overview of the actuarial profession in Israel, its activities, and the growing roles actuaries have in the insurance and pensions industries.  (2) A review of the innovation ecosystem in Israel in general and Insurtech in particular; its impact on insurance companies, including steps taken by the regulator to promote technological innovation; and how actuaries may become involved in this expanding activity.
Note: The CAS and the Israel Actuarial Association (ILAA) have recently signed a memorandum of Understanding to jointly partner on various professional matters as part of both societies' international initiative to promote actuarial collaborative interaction, cooperation and exchange.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Kendra Felisky
        
    
      
              Panelists: 
            Itai Green, Ofer Brandt
        
    
      
              Keywords: 
            International
        
  
   
    
      
      
          
CS-37 - The Road to Vehicle Automation from an Insurance Perspective
        
    
      
          IIHS-HLDI researchers have recently completed groundbreaking research that significantly expands our understanding of the impact of advanced driver assistance systems (ADAS) and driving automation on highway safety and auto insurance. Currently, the most advanced vehicles for sale in the US have Level 2 automation, but the effect on claim frequency is mixed for these systems. The impact of these systems on repair costs and collision claim severities is complex. The enabling sensors can be expensive when damaged because in addition to being replaced, they often need to be recalibrated. However, a deep look at the affected claims has revealed that at least some of the changes in claim severities are due to mean shifting related to the operational speeds of the systems. Finally, the variability in effectiveness of advanced driver assistance systems by vehicle age, driver age, mileage, and registered vehicle density will be examined.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Wenwen Sun
        
    
      
              Panelists: 
            Matt Moore, Kay Wakeman
        
    
      
              Keywords: 
            Automated Vehicles
        
    
      
  
   
    
      
      
          
CS-36 - The Evolving Cyber Landscape and Insurance Business Model
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Carl  Ashenbrenner
        
    
      
              Panelists: 
            Jess Fung, Andrew Newbill, Eric Murphy
        
    
      
              Keywords: 
            Cyber Risk
        
    
      
  
   
    
      
      
          
CS-35 - Text analysis for beginners: A practical, hands-on tutorial
        
    
      
          ATTENDEES SHOULD BRING A LAPTOP! In addition, attendees should have R installed along with the tidytext package. RStudio or similar IDE is recommended, but not strictly necessary.
Attendees will experience a hands-on tutorial which walks through the basics of text analysis. We will cover data structures to handle text and how to mutate from one data format to another. We will give examples of some simple text summaries, with an emphasis on foundational skills to enable independent exploration after the conference.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Liam McGrath
        
    
      
              Panelists: 
            Liam  McGrath
        
    
      
              Keywords: 
            Predictive Modeling
        
  
   
    
      
      
          
CS-34 - Taking Actuarial Banking to the World
        
    
      
          The discussion will cover:
- the journey of actuaries in banking since the late 80s
- the types of roles actuaries are currently filling in banks
- the trends in hiring actuaries in banks and across geographies
- the involvement of actuaries in fintech
- the history of the actuarial banking fellowship subject to date
- the partnership with the ifoa
- an overview of revised syllabi to be launched in 2022
- the additional 'certificate in actuarial banking practice' for non-assa and non-ifoa members.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Lucas Li
        
    
      
              Panelists: 
            Kudzai Chigiji,Christiaan Opperman, Iain Allan, Jerome Mahadeo, Kearan Hartzenberg, John Young
        
    
      
              Keywords: 
            International, New Career and Education Opportunities within Banking
        
    
      
  
   
    
      
      
          
CS-33 - Social Media: A New Frontier for The Modern Actuary
        
    
      
          Analytics is becoming ever more intrinsic to actuarial science. It has expanded the scope of actuarial work, creating opportunities to solve problems in emerging fields. Social media platforms have transformed how customers and brands connect and engage while generating a high volume, variety, and velocity of data. Actuaries have an opportunity to help industries uncover the value in that data and make smarter decisions. The presentation will provide a framework for actuaries to evolve, align, and capture the value in social media data.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Francis Gribbon
        
    
      
              Panelists: 
            Dominic Lee
        
    
      
              Keywords: 
            Emerging Risks, Social Media
        
  
   
    
      
      
          
CS-32 - Smarter Segmentation for the Lazy Actuary
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Michael McPhail
        
    
      
              Panelists: 
            Michael McPhail, Serhat Guven
        
    
      
              Keywords: 
            Reserving
        
    
      
  
   
    
      
      
          
CS-31 - Proposed Changes to the US Qualification Standards
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Ken Williams
        
    
      
              Panelists: 
            Kendall Williams, Esther  Becker
        
    
      
              Keywords: 
            Professionalism
        
    
      
    
      
  
   
    
      
      
          
CS-30 - Professionalism: A Deep Dive on the Code
        
    
      
          TBD
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Kenneth Hsu
        
    
      
              Panelists: 
            Michael Speedling, Esther  Becker, Kenneth Hsu, Ronald Kozlowski
        
    
      
              Keywords: 
            Professionalism,CAS
        
  
   
    
      
      
          
CS-3 - An Update on Wildfire Activity, Modeling and Regulation
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Ben Carrier
        
    
      
              Panelists: 
            Howard Kunst, David Evans
        
    
      
              Keywords: 
            Regulation and Law
        
    
      
    
      
  
   
    
      
      
          
CS-29 - Pricing without a Safety Net
        
    
      
          The challenging market conditions over the last few years and the ongoing emergence of new risks and evolution of historical risks are leading actuaries into uncharted territories.  As actuaries, we're used to swimming with our life jackets of data.  In the current environment, we're often  being asked to price risks where there's little or no historical experience.  In this session, we will discuss approaches that can be taken and factors which should be considered in addressing these pricing challenges.
        
    
      
              Source: 
            2021 Annual Meeting
        
    
      
              Type: 
            Concurrent Session
        
    
      
              Moderators: 
            Jordan Paszek
        
    
      
              Panelists: 
            Maureen Stazinski, Ann Conway
        
    
      
              Keywords: 
            Ratemaking