Section outline

  • AI & Critical Thinking

    AI Detectives: Can You Outsmart the Algorithm?

    Step into the role of an AI Detective. Investigate how AI really works, uncover hidden bias, and build a real evidence-based report — then share it with the world.
    7 Videos Ages 11–19 Intermediate General Audiences

    What You Will Learn

    AI is already making decisions about you every single day — what you watch, what you read, what you believe. This course doesn't just teach you about AI. It trains you to investigate it, challenge it, and prove — with real evidence — that a thinking human mind is always more powerful than an algorithm.

    Across 7 mission-driven videos, you'll move from curious observer to confident investigator. You'll understand how AI systems actually work under the hood, uncover how hidden bias develops without anyone programming it, learn the exact testing methods real researchers use, and build a complete evidence-based report from scratch.

    By The End, You Will Be Able To

    Explain how AI generates responses, and why confidence doesn't equal accuracy
    Identify AI bias and trace exactly why it occurs
    Design and run a fair, repeatable test on a real AI system
    Build a structured, evidence-based conclusion from your own findings
    Communicate your results clearly to a real audience
    Apply a critical thinking framework to any AI tool you use in the future

    Course Missions

    1
    		 Welcome to Your First Mission
    The Hook
    2
    		 How AI Really "Thinks"
    Fact Drop #1
    3
    		 The Hidden Bias Problem
    Fact Drop #2
    3a
    		 The Algorithm Audit
    Bonus — Prompting Deep Dive
    4
    		 Run the Bias Test
    Action #1
    5
    		 Build Your Verdict
    Action #2
    6
    		 Close the Case
    The Outcome

    What You Will Need

    • A laptop, tablet, or desktop computer with internet access
    • Access to at least one free AI image generation tool (recommendations provided inside the course)
    • A notebook or digital document for recording observations and evidence
    • A way to take screenshots
    • Access to the AI Detectives Mission Hub e-portfolio (free, browser-based, no download required)