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AI in Action for Educators

Lesson 15: Feb 3, 2026 Misinformation, AI Bias & Deepfakes

AI in Action forEducatorsLesson 15: Feb 3, 2026 Misinformation, AI Bias & Deepfakes

✨ Navigate 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:

  • Appear authentic even when false

  • Be shared faster than it can be verified

  • 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 📆 📆 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
Model slowing down and asking, “How do we know this is true?”


  • Focus on the source, not just the content
Encourage students to look for who created the information and why it was created and shared.

  • 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 🛠 🛠 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

When educators focus on these habits, students begin to:
  • 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 🔗 🔗 Ready-to-Use Resources & Classroom Activities 🔗

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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
A ready-to-use lesson plan for grades 6–12 that teaches how to recognize AI-generated content and use verification tools like reverse image search and detection apps. Includes teacher and student materials. PBS NewsHour: AI Unlocked Lesson Plan (Recognize AI Content)


  • PBS NewsHour — ChatGPT: Separating Fact From Fiction
Students explore how ChatGPT works, why it can misinform, and practice separating AI-generated social media posts from human ones. Be MediaWise Lesson on ChatGPT & Fact vs Fiction


  • University of California Workshop — Detecting AI-Generated Misinformation
A step-by-step workshop plan (60–75 min) where students analyze images and videos, use fact-checking tools like TinEye or Snopes, and reflect on verification strategies. UC Workshop: Outsmarting AI‑Driven Misinformation (PDF)

🎯 Interactive and Game-Like Activities 🎯 🎯 Interactive and Game-Like Activities 🎯

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  • Minecraft Education — Reed Smart: AI Detective
A playful adventure where students investigate cases involving misuse of AI and learn media literacy skills like fact-checking and source evaluation. https://education.minecraft.net/en-us/lessons/reed-smart-ai-detective


  • Human or AI Chat Activity
Students interact briefly with an online chatbot to guess whether they’re talking to a human or AI — a simple way to spark discussion about conversational AI and certainty. https://humanornot.so/


  • “Spread of Misinformation” Game Lesson
Middle school-focused activity where students play a game about spreading misinformation and reflect on how it spreads and how it could be stopped. Spread of Misinformation Lesson (Everyday‑AI)


  • Ready to Use Lesson Plans to Teach AI
There are many activities on this webpage. Check the directions carefully. Use “This Person Does Not Exist” or similar AI image generators to have students judge images — then discuss what visual clues or verification strategies helped (or didn’t). AI Image Exploration Activities (BookWidgets list)

📌 Final Thought for Educators 📌 📌 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 💡 💡 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
Feel free to download and print or share this image for use in your classroom.
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🌟 Is This Real? Let’s Be Smart Thinkers! 🌟 🌟 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

Sometimes they are not true.


💬 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

Model language like:

“I’m not sure — let’s check together.”

🎥 What? No video? A Quick Question for You: 🎥 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.

❓ Have a question you'd like answered? Ask it here! ❓ ❓ Have a question you'd like answered? Ask it here! ❓

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📖 Miss any of these Lessons? 📖 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

Laurie Conzemius
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