FP&A Today

When AI Outperformed Financial Analysts – Alex Kim


Listen Later

In this episode Glenn Hopper talks to the researcher responsible for the groundbreaking study which found that AI is better at conducting financial analysis than humans. Alex Kim, University of Chicago Booth School of Business, provides a full overview of his findings, methodology and the impact on FP&A, CFOs and finance from the attention-grabbing study “Financial Statement Analysis with Large Language Models”. The analysis, which made headlines across the world, found AI produces a 60% rate of accuracy in predictive financial performance. Human experts’ accuracy tends to fall between 53% and 57%.

In this episode Alex Kim reveals the implications for finance professionals:

 

  • Alex’s finance background – from a Master’s degree in Business Administration to a Accounting and a dual Bachelor’s degree in Economics and Business Administration- to his doctoral and PHD career
  • How he self taught himself coding and AI
  • Practically how do finance pros take the insights from this paper and use them in their day to day?
  • Why the model didn’t do so well with loss-making or startup companies 
  • Improving on the performance models using a startup company data
  • How can you combine AI and Human Intelligence 
  • What humans can do better than AI in financial forecasting 
  • Future research projects into information processing for investors 
  • How to keep up to date on the latest ground breaking research in AI and Finance
  • My military experience stationed with US soldiers in South Korea
  • My favorite Excel feature ( and why one thing about Excel still cannot be rivaled).
  • Read the full paper here: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=4835311

    Check out the analyzer for yourself here: https://chatgpt.com/g/g-9P3sIn487-financial-statement-analyzer

    Follow Alex Kim on Linkedin Ph.D. Student at the University of Chicago: https://www.linkedin.com/in/alexgunwookim

    ...more
    View all episodesView all episodes
    Download on the App Store

    FP&A TodayBy Glenn Hopper

    • 4.7
    • 4.7
    • 4.7
    • 4.7
    • 4.7

    4.7

    45 ratings


    More shows like FP&A Today

    View all
    Exchanges by Goldman Sachs

    Exchanges

    962 Listeners

    The McKinsey Podcast by McKinsey & Company

    The McKinsey Podcast

    389 Listeners

    PwC's accounting podcast by PwC

    PwC's accounting podcast

    182 Listeners

    WSJ Tech News Briefing by The Wall Street Journal

    WSJ Tech News Briefing

    1,639 Listeners

    CFO THOUGHT LEADER by The Future of Finance is Listening

    CFO THOUGHT LEADER

    124 Listeners

    TED Business by TED

    TED Business

    1,105 Listeners

    Invest Like the Best with Patrick O'Shaughnessy by Colossus | Investing & Business Podcasts

    Invest Like the Best with Patrick O'Shaughnessy

    2,351 Listeners

    WSJ Minute Briefing by The Wall Street Journal

    WSJ Minute Briefing

    676 Listeners

    The Accounting Podcast by Blake Oliver & David Leary

    The Accounting Podcast

    333 Listeners

    Eat Your Crust by Crystal Jiao, Jeesoo Kim

    Eat Your Crust

    214 Listeners

    Thoughts on the Market by Morgan Stanley

    Thoughts on the Market

    1,297 Listeners

    Think Fast Talk Smart: Communication Techniques by Matt Abrahams, Think Fast Talk Smart

    Think Fast Talk Smart: Communication Techniques

    794 Listeners

    CFO Weekly by Personiv

    CFO Weekly

    44 Listeners

    WSJ's Take On the Week by The Wall Street Journal

    WSJ's Take On the Week

    143 Listeners

    FP&A Unlocked by Paul Barnhurst

    FP&A Unlocked

    25 Listeners