Artificial intelligence & machine learning
-
Emerging Topics Community: Comparison of Regulatory Framework for Non Discriminatory AI Usage in Insurance
In this episode, Joe Alaimo and David Schraub dive into the evolving landscape of AI regulations in the insurance industry. They explore key frameworks from the U.S., Canada, the EU, and China, shedding light on the challenges and opportunities that actuaries and insurers face in ensuring non-discriminatory and ethical AI use. -
Emerging Topics Community: LLMs – Separating the Models From the Applications
Anders Larsen and Shea Parkes are back to explore more about LLMs. -
Emerging Topics Community: Understanding LLMs - Tokenization
Anders Larsen and Shea Parkes are back to explore the technical aspects of LLMs. -
Emerging Topics Community: Actuaries in the Age of AI: A conversation with ChatGPT
In this captivating podcast, Joe Alaimo, CEO of ProComp, sits down with ChatGPT, one of the most advanced AI models, to delve into the future of the actuarial profession. -
AI and the Future of Actuarial Work: Shaping the Future of Insurance and Actuarial Science
In this final episode of a 3-part series, Joe Alaimo, CEO of ProComp, is joined by Deloitte AIS team members Andrew McLeod and Harrison Jones to delve further into the world of Artificial Intelligence, with a specific focus on ReportGen.AI. -
Reimagining Actuarial Reporting with AI: Introducing ReportGen.AI (Part 2 of 3)
In this second episode of a 3-part series, Joe Alaimo, CEO of ProComp, is joined by Deloitte AIS team members Andrew McLeod and Harrison Jones to delve further into the world of Artificial Intelligence, with a specific focus on ReportGen.AI. -
Unveiling AI and GPT-4: Actuarial Impacts and Insights (Part 1 of 3)
In this first episode of a 3-part series, Joe Alaimo, CEO of ProComp, is joined by Deloitte AIS team members Andrew McLeod and Harrison Jones to delve into the world of Artificial Intelligence, with a specific focus on OpenAI's GPT-4. Together, they demystify the concepts of generative AI, large language models (LLMs), and explore how GPT-4 stands out from its predecessors. -
Deep Learning in Segregated Fund Valuation: Part 2
This article is the second part of an article that appeared in April 2022 on the Emerging Topics Community webpage. It will discuss the data preparation, hyperparameter tuning and selection, and the training and testing process of the deep learning models. To reach the final conclusions, the article will continue to compare the projected cash flow results from LSTM and LSTM-Attn with those from the traditional method, and evaluate the time series generations of interest rates and equity returns by WGAN and TCN-GAN -
Anders vs. Shea, Part 4: A Champion is Crowned
Shea Parkes, FSA, MAAA, and Anders Larson, FSA, MAAA, reveal the results of the competition and share some final thoughts on the 2021 Milliman Health Practice Hackathon. -
Anders vs. Shea, Part 2: Anders’ Story
Shea Parkes, FSA, MAAA, and Anders Larson, FSA, MAAA, are joined by Nick Vander Heyden to discuss the approach used by Anders’ team in the 2021 Milliman Health Practice Hackathon.
Welcome to our medium.
Dive into insightful content. Gain practical knowledge. Explore the latest research and key information for future use. Discover the Emerging Topics Community, an online forum that focuses on three main topic areas–Modeling, Predictive Analytics and Futurism, and Technology.