Description: InsureTech Connect 2021, covered r emerging trends that were and future opportunities for insurance technology. In addition, Society of Actuaries (SOA) staff and key SOA volunteers who work in the insurtech industry interviewed a variety of attendees to gather further information on these trends.

Description: Most people will now have had some exposure to Large Language Model tools such as ChatGPT and will have been impressed by their ability to write essays or generate computer code. However, fewer people will be aware of the next phase of AI, which will turn AI chat assistants into more fully fledged AI colleagues. These emerging set of tools come under the broad term of “AI agents”, which are AI-based systems which have capabilities beyond a simple chat interface and are able to interact with external tools, access data, and most importantly have the capability to plan and perform arbitrarily complex tasks. In this talk we will explore the emerging field of AI agents and discuss our experiences using such frameworks to build end-to-end actuarial modelling solutions and demo some POCs we have been working on for the audience. We will also cover topics related to building such complex AI systems including: prompt-engineering fine-tuning retrieval augmented generation function calling specific AI agent frameworks and how they will allow AI to participate in all the different stages of the actuarial modelling process from coding and testing to documentation and analysis.

Description: Innovation can be a challenging goal to achieve for many organizations. Come explore how actuaries at any career stage can drive innovation in their organization and how innovation happens in companies. You'll also learn about what problems arise when organizations first start bringing an innovation mindset into play. Come discuss the practical aspects of making innovation happen for each person, whether they are an individual contributor, a team manager, personally responsible for organizational innovation, or ready to take the entrepreneurial leap.

Description: Leveraging advanced technologies like Generative AI is essential for insurers looking to compete and drive business growth. In this high-level webcast, we discuss the transformative potential of Generative AI in actuarial work and how it empowers actuaries to become more efficient and effective.

Description: Come learn about leveraging the research report on fostering innovation. You will have the opportunity to debate various techniques fostering innovation.

Description: This paper is an introduction to AI technology designed for actuaries to understand how the technology works, the potential risks it could introduce, and how to mitigate risks.

Description: This session will include examples of healthcare claims and market data to be used for educational purposes to highlight trends in the insurance industry. It will also highlight opportunities to enforce existing laws around fraud and abuse, and areas for regulators and legislators to focus to address this growing problem. Finally, it will discuss recent law changes and highlight areas requiring additional regulatory intervention. Expect discussions of recent claim issues and laws in the healthcare market as well as emerging issues in healthcare. The presentation will be beneficial to healthcare professionals working for health insurers, healthcare providers, auditors, regulators and healthcare providers and will also cover professionalism related topics for actuaries.

Description: Welcome to the future of insurance, for actuaries and non-actuaries! Discover how cutting-edge AI models are revolutionizing underwriting, risk assessment, and customer experience for the insurance industry. Experts in management consulting and actuarial consulting firms will provide valuable insights into the consideration and challenges surrounding the adoption of Generative AI.

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.

Description: As a college student decades ago, and now as an educator for more than a decade, I have always felt that the greatest challenge, both for myself and for my students, was the human limitation of how to learn more efficiently and master an ever-growing body of knowledge. The pride and sense of accomplishment that come after hundreds, if not thousands, of hours of study and practice have long been part of what defines us as professionals.