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 & District Management Webinar
Too Many Initiatives, Not Enough Alignment: A Change Management Playbook for Leaders
Learn how leadership teams can increase alignment and evaluate every program, practice, and purchase against a clear strategic plan.
Content provided by Otus
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
Artificial Intelligence Webinar
Beyond Teacher Tools: Exploring AI for Student Success
Teacher AI tools only show assigned work. See how TrekAi's student-facing approach reveals authentic learning needs and drives real success.
Content provided by TrekAi
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
College & Workforce Readiness Webinar
Building for the Future: Igniting Middle Schoolers’ Interest in Skilled Trades & Future-Ready Skills
Ignite middle schoolers’ interest in skilled trades with hands-on learning and real-world projects that build future-ready skills.
Content provided by Project Lead The Way

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 Are Teens Just Using AI to Cheat? Well, Not Quite (If You Ask Them)
There’s fear among many educators that students are using AI to do most of their critical thinking.
3 min read
Photo collage of a high school boy dressed in casual wear sitting among open books, concentrating on his tablet with books scattered all around him and a graph chart and asterisk as part of the collage in the background.
iStock/Getty
Artificial Intelligence Moms Across the Political Spectrum Urge Caution on AI in Schools
Mothers of kids in school are concerned about the impact of AI on learning and social skills.
4 min read
Students grab Chromebooks during Casey Cuny's English class at Valencia High School in Santa Clarita, Calif., Wednesday, Aug. 27, 2025.
Students pick up their Chromebooks during an English class at a high school in Santa Clarita, Calif., on Aug. 27, 2025. Pushback against the overuse of technology in schools is growing, fueled partly by the expanding use of AI.
Jae C. Hong/AP
Artificial Intelligence From Our Research Center Are AI Literacy Lessons Now the Norm? What New Survey Data Show
Educators are "meeting the AI moment," one expert said.
4 min read
A student uses a laptop to work on an assignment during class on Aug. 28, 2024, in Aurora, Colo. New EdWeek Research Center data show that many students are already being taught AI literacy.
A student uses a laptop to work on an assignment during class on Aug. 28, 2024, in Aurora, Colo. New EdWeek Research Center data show that many students are already being taught AI literacy.
Godofredo A. Vásquez/AP
Artificial Intelligence Opinion Why AI Hasn’t Transformed Math Instruction (and Probably Won’t)
When it comes to teaching, there are a few things AI can't do well, says this curriculum developer.
8 min read
The United States Capitol building as a bookcase filled with red, white, and blue policy books in a Washington DC landscape.
Luca D'Urbino for Education Week