AI in Action for Educators
Lesson 15: Feb 3, 2026 Misinformation, AI Bias & Deepfakes
✨ Navigate Misinformation, AI Bias & Deepfakes ✨
🧩 Why This Lesson Is Lesson 15 🧩
As educators, we plan lessons intentionally — and sometimes, real-world events shift what our students and communities need most. Recent events in Minnesota have highlighted how quickly inaccurate, AI-generated, or misleading information can spread online, including images and claims with no basis in fact.
This isn’t about the events themselves — it’s about the information environment: the speed at which content spreads, the confidence with which falsehoods are shared, and the challenge this poses for critical thinking in students and adults alike. Because of this, it felt important to move this topic up in the AI in Action for Educators sequence, so teachers can focus on practical skills to help students (and themselves) navigate a landscape where seeing isn’t always believing.
Why This Lesson Matters
With generative AI creating text, images, audio, and video in seconds, it’s getting harder to know what’s real online. Students, families, and educators are encountering content that can be inaccurate, biased, or intentionally deceptive.
We know AI-generated content can:
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Appear authentic even when false
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Be shared faster than it can be verified
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Reinforce biases and misinformation patterns
That’s why strengthening media literacy and verification skills is just as important as traditional reading and writing skills — maybe more so right now.
What You’ll Learn
In this issue of AI in Action for Educators, you’ll explore practical ways to help students — and yourself — navigate today’s information landscape. You’ll learn how AI changes what “credible” looks like online, simple strategies for teaching students to pause and verify information, and classroom-ready tools and activities for any grade level to build critical thinking and media literacy skills.
You’ll also find simple visuals, classroom posters, and ready-to-use resources you can share with students right away.
📆 What Educators Can Do Right Now 📆
You don’t need a new unit or specialized technology to help students navigate AI-generated and misleading content. Small, consistent habits make a real difference — across all grade levels and subject areas.
Try these classroom practices:
- Pause before reacting or sharing
- Focus on the source, not just the content
- Compare information across multiple trusted sources
One source isn’t enough anymore — especially online.
- Normalize uncertainty
Show students that saying “I’m not sure — let’s check” is a strength, not a weakness.
- Remind students (and yourself) that AI can sound confident and still be wrong
Professional-looking content isn’t the same as accurate content.
🛠 Practical Tips for Teachers 🛠
💡 Start with questions, not tools
“What makes this believable?”
“Where else can we check this claim?”
💡 Teach verification habits (not just AI)
Pause before sharing or trusting a claim
Check the source and look for multiple reliable confirmations
Use real tools like reverse image search and fact-checking sites
These thinking skills are more valuable than any specific detection app — many detection tools do not provide perfect answers and judgments still require human verification.
💡 Embed this across subjects
English: Evaluate sources in research projects
History/Social Studies: Compare multiple accounts of events
Science: Check claims in infographics or health news
Math: Analyze data presented in misleading charts
What Students Are Learning
Ask better questions about information
Recognize that not everything online is trustworthy
Understand that AI tools can produce errors and bias
Take responsibility for what they believe and share
These skills support literacy, civic engagement, and digital citizenship at every age.
🔗 Ready-to-Use Resources & Classroom Activities 🔗
If you’d like structured lessons or interactive experiences, here are research-based tools and activities that reinforce these skills:
- PBS NewsHour Classroom — AI Unlocked
- PBS NewsHour — ChatGPT: Separating Fact From Fiction
- University of California Workshop — Detecting AI-Generated Misinformation
🎯 Interactive and Game-Like Activities 🎯
- Minecraft Education — Reed Smart: AI Detective
- Human or AI Chat Activity
- “Spread of Misinformation” Game Lesson
- Ready to Use Lesson Plans to Teach AI
📌 Final Thought for Educators 📌
We can’t expect students (or ourselves!) to instantly know what’s real online. But we can help them ask better questions and use tools that make verification a habit. Think of this as building “information confidence” rather than just teaching fear of misinformation. 👍
Below are a few resources teachers may want to reference — download or copy the items to create posters, share with students, or use in your classroom activities. 👇
Next week, we return to NotebookLM to explore standards — aligning curriculum, clarifying meaning, and planning with purpose. You might be surprised at how much NotebookLM can do to make the standards come alive!
Let's keep exploring and creating!
Laurie
Laurie Conzemius
Technology Integration and Media Specialist
Park Rapids Area Schools
💡 Is This Real? Thinking Clearly in an AI World 💡
🔍 Why This Matters
AI can create text, images, audio, and video that look real — even when they’re inaccurate or intentionally misleading.
The most important skill today isn’t finding information — it’s deciding whether to trust it.
🛑 Pause Before You Believe or Share
Ask:
What is this asking me to feel?
Who benefits if I believe or share this?
🔎 Check (Not Just Once)
Look for:
A real, named source (not just a logo)
Multiple reliable sources reporting the same thing
Evidence that can be traced (quotes, data, original context)
🔁 Compare
Do other trusted outlets say the same thing?
Does this change when I search outside social media?
🤖 Remember About AI
AI can sound confident and still be wrong
AI reflects bias from its training data
AI may “fill in gaps” with false information
- Professional-looking ≠ accurate
🌟 Is This Real? Let’s Be Smart Thinkers! 🌟
For Younger Students...
🛑 STOP
Take a breath.
Don’t believe it right away.
👀 LOOK
Who made this?
Is it from a grown-up or a trusted place?
🔁 CHECK AGAIN
Can we find the same information somewhere else?
🤖 REMEMBER
Computers can make:
Stories
Pictures
Videos
💬 ASK A QUESTION
“Is this real?”
“Can a teacher help me check?”
⭐ Classroom Message
Smart kids ask questions.
👩🏫 Teacher Notes
Use this during:Read-alouds
Morning meeting
Show-and-tell images
Simple research projects
“I’m not sure — let’s check together.”
🎥 What? No video? A Quick Question for You:
To help me make these lessons most useful (and to use my time wisely), I’d love your input:
How do you prefer to receive these AI lessons?
☐ Short written newsletters like this
☐ Short video walkthroughs
☐ A combination of both
You don’t need to reply unless you’d like to—this is just helpful feedback.
And finally, if you would like a short video or Google Meet walkthrough of anything we cover, please let me know. I’m happy to create videos or meet virtually with you when you'd like help.
📖 Miss any of these Lessons?
You can view all of the AI in Action for Educators lessons on our district website through this link: https://www.parkrapids.k12.mn.us/departments/technology-homepage/ai