Podbean logo
  • Discover
  • Podcast Features

    Your all-in-one podcasting solution.

    Podcast Studio

    Easy-to-use audio recorder app.

  • Livestream

    High-performing audio live, without limits.

  • Podcast App

    The best podcast player & podcast app.

  • Ads Marketplace

    Join Ads Marketplace to earn money
    through sponsorship on your podcast.

    PodAds

    Manage your ads with dynamic ad insertion capability.

  • Patron & Paid Content

    The seamless way for fans to support you directly
    from your podcast.

  •  
  • All Arts Business Comedy Education
  • Fiction Government Health & Fitness History Kids & Family
  • Leisure Music News Religion & Spirituality Science
  • Society & Culture Sports Technology True Crime TV & Film
  • Live
  • How to Start a Podcast
  • How to Start a Live Podcast
  • How to Monetize a podcast
  • How to Promote Your Podcast
  • How to Use Group Recording
  • Log in
  • Start your podcast for free
  • Podcasting
    • Podcast Features
    • Live Stream
    • PodAds
    • Podcast App
    • Podcast Studio
  • Monetization
    • Premium
    • Patron
    • Ads Marketplace
  • Enterprise
  • Pricing
  • Discover
  • Log in
    Sign up free
The Dr. Data Show with Eric Siegel

The Dr. Data Show with Eric Siegel

Technology

The Accuracy Fallacy and the Media’s Bogus Coverage of AI

The Accuracy Fallacy and the Media’s Bogus Coverage of AI

2022-01-24
Download

Misleading headlines abound, claiming that machine learning can "accurately" predict criminality, psychosis, sexual orientation, and bestselling books. But, when practitioners claim their model achieves "high accuracy," it's often bogus. Can AI "tell" if you're going to have a heart attack? Contrary to bold, public claims, no it cannot. This episode unpacks the undeniable yet common "accuracy fallacy," which misleads the public into believing that machine learning can distinguish between positive and negative cases and usually be right about it.

See my Scientific American blog article to dig in further and access many links: https://blogs.scientificamerican.com/observations/the-medias-coverage-of-ai-is-bogus/

Watch my two-part video coverage of the accuracy fallacy:

https://www.youtube.com/watch?v=81Vv0J2Vw-Y

https://www.youtube.com/watch?v=ui3VkecTX3Y

 

view more

More Episodes

Five Reasons to Go to Machine Learning Week, June 19-24 2022 in Vegas
2022-04-04 535
Four Things the Machine Learning Industry Must Learn from Self-Driving Cars
2022-03-21 113
Why Deep Learning Could Expedite the Next AI Winter
2022-02-28 77
P-Hacking: How to Know Your Predictive Discovery Is Conclusive
2022-02-10 93
Real-Time Machine Learning: Why It’s Vital and How to Do It
2022-01-31 103
Models Are Rarely Deployed – an Industrywide Failure in Machine Learning Leadership
2022-01-14 168
Trailer for The Dr. Data Show with Eric Siegel
2022-01-14 80
0123467

Get this podcast on your
phone, FREE

Download Podbean app on App Store Download Podbean app on Google Play

Create your
podcast in
minutes

  • Full-featured podcast site
  • Unlimited storage and bandwidth
  • Comprehensive podcast stats
  • Integrate with iTunes and Google
    store
  • Make money with your podcast
Get started

It is Free

  • Podcast Services

    • Podcast Features
    • Pricing
    • Enterprise Solution
    • Private Podcast
    • The Podcast App
    • Live Stream
    • Audio Recorder
    • Remote Recording
  •  
    • Create a Podcast
    • Video Podcast
    • Start Podcasting
    • Start Radio Talk Show
    • Education Podcast
    • Church Podcast
    • Nonprofit Podcast
    • Get Sermons Online
    • Free Audiobooks
  • MONETIZATION & MORE

    • Podcast Advertising
    • Dynamic Ads Insertion
    • Patron Program
    • Affiliate Program
    • Switch to Podbean
    • Submit Your Podcast
    • Podbean Plugins
    • Developers
    • Badges
  • KNOWLEDGE BASE

    • How to Start a Podcast
    • How to Start a Live Podcast
    • How to Monetize a podcast
    • How to Promote Your Podcast
    • How to Use Group Recording
  • Support

    • Support Center
    • Podbean Blog
    • What’s New
    • Free Webinars
    • Podcast Events
    • Podbean Academy
    • Podcasting Smarter
    • Resources
  • Podbean

    • About Us
    • Careers
    • Press and Media
    • Green Initiative
    • Contact Us
  • Privacy Policy
  • Cookie Policy
  • Terms of Use
  • Consent Preferences
  • Do Not Sell or Share My Personal information
  • Copyright © 2006-2023 Podbean.com