Opinion
Artificial Intelligence Opinion

What to Know About AI Misinformation: A Primer for Teachers (Downloadable)

Educate students to be savvy about artificial intelligence in a few steps
By Sam Wineburg & Nadav Ziv — November 07, 2024 1 min read
Modern collage with halftone hands, eyes and search box. Person looking for information in the search bar. Concept of searching, looking, finding opportunities and knowledge in internet. SEO concept
  • Save to favorites
  • Print

Educators have stumbled in helping students spot misinformation on the internet. Now teachers risk making the same mistakes with artificial intelligence, even as education leaders preach its promise for the classroom.

Young people are easily deceived on the internet because they judge content by how it looks and sounds. With AI, the deception can be even greater because large language models are so good at making information feel persuasive even when it fabricates content and ignores context.

Sam Wineburg, the co-founder of the Digital Inquiry Group, and Nadav Ziv, a researcher with the group, wrote an opinion essay to sketch the dangers and suggest ways that educators can help students become more savvy at evaluating AI-generated information. “Educators must show students the limits of AI and teach them the basic skills of internet search for fact-checking what they see,” the authors wrote.

Below is a downloadable primer on how to help students learn to detect AI misinformation as well as some resources to deepen that effort.

Download the Guide (PDF)

See Also

Trendy pop art collage search concept. Halftone laptop computer with search bar and cut out hands pointing on it.
Cristina Gaidau/iStock
Artificial Intelligence Opinion What Makes Students (and the Rest of Us) Fall for AI Misinformation?
Sam Wineburg & Nadav Ziv, October 25, 2024
•
4 min read

Bess Keller, Senior Contributing Editor, and Vanessa Solis, Associate Design Director, contributed to this downloadable guide.

A version of this article appeared in the January 15, 2025 edition of Education Week as How to Stop Students From Falling for AI Misinformation

Events

This content is provided by our sponsor. It is not written by and does not necessarily reflect the views of Education Week's editorial staff.
Sponsor
School Climate & Safety Webinar
There But Not Present: Rethinking Student Engagement
Learn how to recognize the early signs of disengagement and what the behavioral science reveals about which interventions actually work.
Content provided by Frontline Education
Teacher Preparation Webinar What Teacher Education Should Look Like in the Age of AI
Explore the current trends around the use of AI in teacher preparation and continuing education with data from the EdWeek Research Center.
English Learners Webinar How Can School Districts Better Support English Learners With Disabilities?
Join this webinar to hear recent findings from the EdWeek Research Center and discover practical strategies for improvement.

EdWeek Top School Jobs

Teacher Jobs
Search over ten thousand teaching jobs nationwide — elementary, middle, high school and more.
View Jobs
Principal Jobs
Find hundreds of jobs for principals, assistant principals, and other school leadership roles.
View Jobs
Administrator Jobs
Over a thousand district-level jobs: superintendents, directors, more.
View Jobs
Support Staff Jobs
Search thousands of jobs, from paraprofessionals to counselors and more.
View Jobs

Read Next

Artificial Intelligence A Reckoning on Social Media Addiction Came Late for Kids. Will AI Safety Be Different?
Efforts to make social media safer offer lessons for those looking to protect children using AI.
5 min read
Kristin Bride, right, mother of 16-year-old Carson Bride, who died by suicide after being cyber-bullied on an anonymous app on Snapchat, is joined by Amy Neville, left, mother of 14-year-old Alexander Neville, who died from fentanyl poisoning after being deceived by a drug dealer operating on Snapchat, during a Social Media Victims Remembrance Day memorial on Capitol Hill, June 23, 2026, in Washington.
Kristin Bride, right, mother of 16-year-old Carson Bride, who died by suicide after being cyber-bullied on an anonymous app on Snapchat, is joined by Amy Neville, left, mother of 14-year-old Alexander Neville, who died from fentanyl poisoning after being deceived by a drug dealer operating on Snapchat, during a Social Media Victims Remembrance Day memorial on Capitol Hill, June 23, 2026, in Washington.
Rod Lamkey, Jr./AP
Artificial Intelligence Opinion Think Your Students Know More About AI Than You Do? Read This
Here are four things your students don’t understand about AI—and what you can do about it.
Sam Wineburg & Nadav Ziv
•
4 min read
102026 opinion Wineburg AI media literacy
Vanessa Solis/Education Week + Getty
Artificial Intelligence ChatGPT's 'Teen Mode' Is Unsafe for Students, Report Concludes
The chatbot failed to report unsafe interactions to parents in a timely manner, researchers found.
5 min read
Young man using a smartphone to ask an AI about exercise
Vanessa Solis/Education Week + Getty
Artificial Intelligence At OpenAI Forum, Discussion Focuses on Stronger Teen Safety Measures
Panelists put forward ideas on how to incentivize industry to develop responsible products.
4 min read
Washington, DC - October 5, 2026: Arthur C. Evans Jr., PhD, Chief Executive Officer of the American Psychological Association  speaks during the discussion. The OpenAI Forum hosted a panel on Responsible AI for Teens, how AI can support teens’ learning while promoting safe, healthy use. The program featured an OpenAI Forum panel with experts in learning, adolescent mental health, and family and online safety: Kate Ruane, Director of the Free Expression Project at the Center for Democracy & Technology, Chuck Melley, SVP of Policy, Advocacy and Communities at CodeAI, Arthur C. Evans Jr., PhD, Chief Executive Officer of the American Psychological Association and Mathilde Cerioli, Chief Scientist at everyoneAI. Chris Lehane, OpenAI’s Chief Global Affairs Officer, moderated the conversation and shared context on ChatGPT for Teens, a learning-first experience launched in August and designed to help teens think critically, deepen understanding, and use AI with confidence.
Arthur C. Evans, Jr., the CEO of the American Psychological Association, speaks on a panel at an Oct. 5, 2026, OpenAI forum on how to support responsible use of AI among teenagers.
Sarah Voisin for Education Week