1. All topics
  2. Business
  3. Business Software and Tools
  4. AI Productivity Tools
Fact-Checking AI: How to Spot Errors, Reduce Hallucinations, and Trust Your Output Preview

Fact-Checking AI: How to Spot Errors, Reduce Hallucinations, and Trust Your Output

With Dave Birss Liked by 68 users
Duration: 46m Skill level: Intermediate Released: 4/22/2026

Start my 1-month free trial Buy for my team

Course details

AI tools are confident, fluent and often wrong. The real risk isn’t that AI deliberately lies; it’s that it can’t tell when it’s inventing information. That makes unchecked outputs risky for anyone whose name is attached to the work. In this course, you’ll learn why AI outputs fail, how to prompt in ways that reduce the risk of errors, and how to verify AI‑generated content before you share it. Because the cost of getting it wrong to your reputation, your organization, and the broader idea of truth is higher than most people realize until it’s too late.

Skills you’ll gain

Earn a sharable certificate

Share what you’ve learned, and be a standout professional in your desired industry with a certificate showcasing your knowledge gained from the course.

Sample certificate

Certificate of Completion

  • Showcase on your LinkedIn profile under “Licenses and Certificate” section

  • Download or print out as PDF to share with others

  • Share as image online to demonstrate your skill

Meet the instructor

Learner reviews

4.8 out of 5

72 ratings
  • 5 star
    Current value: 62 86%
  • 4 star
    Current value: 8 11%
  • 3 star
    Current value: 1 1%
  • 2 star
    Current value: 1 1%
  • 1 star
    Current value: 0 0%
  • Michael Vollmer Michael Vollmer

    Michael Vollmer

    Product Manager S/4HANA Service Management at SAP, Tackling Service Order

    5/5 April 28, 2026
    Great course. All the thoughts and doubts I had in 6 month combined in a course...and more.
    Helpful · Report
  • JENNILYN CADORNA JENNILYN CADORNA

    JENNILYN CADORNA

    Student at Rizal Technological University

    5/5 April 28, 2026
    The Fact-Checking AI course helped me understand how to identify errors and unreliable information in AI outputs. I learned how to spot hallucinations, verify facts, and use better prompting techniques to reduce mistakes. It also showed how to evaluate and improve AI-generated content. I feel more confident in using AI responsibly, although I still need more practice. I would recommend this course to others because it is very relevant and useful. Overall, I had a good learning experience and gained important skills.
    Helpful · Report
  • Naiara H. Naiara H.

    Naiara H.

    Chemical Engineer | Project Management | Supply Chain | SRM | Reasearch and Development |

    5/5 April 28, 2026
    I would like to have more practical examples.
    Helpful · Report

Contents

What’s included

  • Practice while you learn 1 exercise file
  • Learn on the go Access on tablet and phone

Similar courses

Download courses

Use your iOS or Android LinkedIn Learning app, and watch courses on your mobile device without an internet connection.

Download on the App Store Get it on Google Play