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40 mins
Teacher/Student led
+60 XP

Debate: the Promise and the Pitfalls of AI

Debate whether the advantages of AI for young people outweigh the disadvantages. Draw on AI-answer audits, media judgement, and image or pose models you trained or tested to argue both sides. End by starting one personal rule to keep AI as a tool you think with.

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    1 - Start ~4 mins

    Illustration for StartYou have audited AI answers that sounded confident when they were wrong, judged synthetic media and online claims, and trained and tested simple image and pose models. Today you weigh both sides of AI in young people's lives. There is no right answer the lesson is steering you toward. You will take a stand, hear the strongest case for each side, argue, and see whether anyone moves.

    2 - Examine and Discuss ~5 mins

    Illustration for Examine and discussToday's motion:

    The motion

    "The advantages of AI for young people outweigh the disadvantages."

    Tip

    Before any evidence, notice your gut reaction. Agree, disagree, or not sure is all fine. What matters is that you can say why.

    Both sides get a fair hearing. On the promise side: creativity (starting points for writing, art and ideas), access (explanations, language support, help when you are stuck), speed (draft help and pattern-spotting that can free time for human judgement), and models that learn a pattern you chose when the training examples are balanced. On the pitfalls side: confident wrong answers (you practised spotting these), bias when training data or design skews, over-reliance that stops you thinking, synthetic media that makes trust harder, and how easy a thin or unbalanced model was to fool. Your job is to steelman whichever side you are given (argue the strongest fair version of that side, even if it is not your own view).

    3 - Hands-on: Take Your Stand ~8 mins

    Use the interactive activity to place where you stand on the motion. Markers can move; changing your mind is allowed.

    Key point

    Be ready to name one concrete reason drawn from what you have actually seen AI do: an AI answer you audited, synthetic media you judged, a real use you have tried, or something you saw when training, testing or fooling an image or pose model. Vague feelings do not count as a case.

    Tip

    If you need a starter, use: From the AI answer we audited that sounded sure but was wrong… or From the synthetic-media tell we judged… or From when we trained or tested the image / pose model…

    1. Place your marker on the statement without talking.
    2. Listen while two or three voices from each end of the line give their strongest reason.
    3. Read the "things to think about" prompts when your teacher reveals them, then you may move.
    About the markers

    The markers stand for groups in the room, not individual people. Your teacher drags one onto the line for each cluster of you standing together, so the board mirrors where the class actually is. Use as many as you need.

    Interactive activity

    4 - Hands-on: Argue Both Sides ~15 mins

    Key point

    Now a short structured debate. You will be assigned the promise case or the pitfalls case (not your choice). You may be arguing a side you do not personally hold. That is deliberate: steelman your side (argue its strongest fair version).

    Read only your side's list. You will hear the other side's case when they speak.

    Promise case (argue its strongest fair version)

    • Creativity: starting points for writing, images and ideas, so more students can make something.
    • Access: explanations on demand, and another way in when a topic will not stick.
    • Speed: draft help and pattern-spotting that can free time for human judgement.
    • Agency: used well, AI supports the checks and choices only a human can make.
    • Good training data: when your image or pose examples were balanced, the model learnt the pattern you chose.

    Pitfalls case (argue its strongest fair version)

    • Confident errors: chat tools can sound sure while inventing facts - you practised verify or reject.
    • Bias in, bias out: outputs skew when the data and design behind a system are unbalanced.
    • Over-reliance: if a tool always drafts first, your own thinking gets less practice.
    • Trust and media: synthetic images, voices and video make it harder to know what is real.
    • Easy to fool: the image or pose model you tested could be tricked when examples were thin or unbalanced.

    Do this now:

    1. Pair up. Same side. Pick two points and one piece of class evidence. You have 2 minutes. Fill in:
      • Point 1: …
      • Point 2: …
      • Evidence from class: when the AI / media / model …
      Evidence can be an AI answer you audited, a synthetic-media tell you judged, or something from training, testing or fooling an image or pose model.
    2. Speakers: each side nominates one opener (90 seconds) and a different replier (45 seconds). Every pair still preps so the nominees have points to use. Your teacher clocks and calls the four speakers only.
    3. Promise speaks (90 seconds); pitfalls side only listens.
    4. Pitfalls speaks (90 seconds); promise side only listens.
    5. Reply (45 seconds each side): aim at the other side's strongest point, not a new speech.
    6. Re-place (1 minute): silently place yourself again on the main motion (agree / disagree / not sure).

    5 - Make Sense ~3 mins

    Pull the threads together. AI can open doors (creativity, access, speed, models that learn from balanced examples) and create real costs (errors that sound true, biased outputs, over-reliance, weaker trust in media, models that are easy to fool when data skews). Those are not slogans; several of them connect to answers you audited, media you have had to judge, and image or pose models you trained or tested.

    Key point

    Whether the advantages outweigh the disadvantages is still your call. What the course asks next is narrower and practical: one personal rule that keeps AI as a tool you think with, not a substitute that thinks for you.

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