Changelog Master Feed

When AI goes wrong (Practical AI #105)

Listen Later

So, you trained a great AI model and deployed it in your app? It’s smooth sailing from there right? Well, not in most people’s experience. Sometimes things goes wrong, and you need to know how to respond to a real life AI incident. In this episode, Andrew and Patrick from BNH.ai join us to discuss an AI incident response plan along with some general discussion of debugging models, discrimination, privacy, and security.

Join the discussion

Changelog++ members save 2 minutes on this episode because they made the ads disappear. Join today!

Sponsors:

  • Linode – Our cloud of choice and the home of Changelog.com. Deploy a fast, efficient, native SSD cloud server for only $5/month. Get 4 months free using the code changelog2019 OR changelog2020. To learn more and get started head to linode.com/changelog.
  • Pace.dev – Minimalist web based management tool for your teams. Async by default communication and simplistic task management gives you everything you need to build your next thing. Brought to you by Go Time panelist Mat Ryer. Try it out today!
  • Fastly – Our bandwidth partner. Fastly powers fast, secure, and scalable digital experiences. Move beyond your content delivery network to their powerful edge cloud platform. Learn more at fastly.com.

    • Featuring:

    • Andrew Burt – Website, X
    • Patrick Hall – GitHub, X
    • Chris Benson – Website, GitHub, LinkedIn, Bluesky, X
    • Daniel Whitenack – Website, GitHub, X

    Show Notes:

    • AI Incident Response Checklist and other BNH.ai resources
    • “New Law Firm Tackles AI Liability” (article about BNH.ai)
    • In the realm of paper tigers – exploring the failings of AI ethics guidelines
    • Debugging Machine Learning Models workshop
    • Why you should care about debugging machine learning models
    • Strategies for model debugging
    • FTC: Using Artificial Intelligence and Algorithms
    • SR 11-7: Guidance on Model Risk Management
    • Apple Goldman case
    • California Consumer Privacy Act (CCPA)
    • Previous episode: Data management, regulation, the future of AI

      • Something missing or broken? PRs welcome!

      ...more
      View all episodesView all episodes
      Download on the App Store
      Changelog Master FeedBy Changelog Media
      • 4.4
      • 4.4
      • 4.4
      • 4.4
      • 4.4

      4.4

      29 ratings

      More shows like Changelog Master Feed

      View all
      Software Engineering Radio - the podcast for professional software developers by team@se-radio.net (SE-Radio Team)

      Software Engineering Radio - the podcast for professional software developers

      273 Listeners

      Hanselminutes with Scott Hanselman by Scott Hanselman

      Hanselminutes with Scott Hanselman

      382 Listeners

      The Changelog: Software Development, Open Source by Changelog Media

      The Changelog: Software Development, Open Source

      288 Listeners

      Software Engineering Daily by Software Engineering Daily

      Software Engineering Daily

      626 Listeners

      Talk Python To Me by Michael Kennedy

      Talk Python To Me

      583 Listeners

      Soft Skills Engineering by Jamison Dance and Dave Smith

      Soft Skills Engineering

      287 Listeners

      Thoughtworks Technology Podcast by Thoughtworks

      Thoughtworks Technology Podcast

      44 Listeners

      The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence) by Sam Charrington

      The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

      443 Listeners

      Syntax - Tasty Web Development Treats by Wes Bos & Scott Tolinski - Full Stack JavaScript Web Developers

      Syntax - Tasty Web Development Treats

      985 Listeners

      CoRecursive: Coding Stories by Adam Gordon Bell - Software Developer

      CoRecursive: Coding Stories

      189 Listeners

      Kubernetes Podcast from Google by Abdel Sghiouar, Kaslin Fields

      Kubernetes Podcast from Google

      180 Listeners

      Practical AI by Practical AI LLC

      Practical AI

      212 Listeners

      The Stack Overflow Podcast by The Stack Overflow Podcast

      The Stack Overflow Podcast

      63 Listeners

      Big Technology Podcast by Alex Kantrowitz

      Big Technology Podcast

      512 Listeners

      Oxide and Friends by Oxide Computer Company

      Oxide and Friends

      67 Listeners