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Thinking in the Age of AI

⏱ About 15 min15 XP

Argument Lab

You have spent eight lessons learning the principles: what reasoning is, how arguments are built, the difference between deduction and induction, what logical fallacies look like, how to spot weak arguments, when to change your mind, and how to evaluate AI reasoning. Now it is time to use all of those skills in a sustained, realistic practice session. This is the Argument Lab — a structured space for building, testing, and improving arguments on real topics.

What the Lab Is About

In a real laboratory, scientists do not just read about chemistry — they mix compounds and observe what happens. In the Argument Lab, you do not just read about reasoning — you build arguments, expose them to critique, and observe how they hold up or fall apart. The skills you practice here — constructing a claim, marshaling relevant reasons, selecting credible evidence, anticipating objections, and responding to them — are the same skills used by lawyers, scientists, journalists, policy makers, and anyone who needs to persuade others using logic rather than just emotion or authority.

How to Critique Without Attacking

When evaluating a partner's argument in this lab, focus entirely on the reasoning — not on the person or their opinion. 'Your evidence for this claim is a single anecdote rather than a broader study' is a useful critique. 'That is a silly thing to believe' is an ad hominem attack. The goal is to make arguments stronger, not to win a social competition.

Warm-Up: Argument Identification

Before building your own argument, practice identifying the structure of someone else's. Here is a short argument to analyze: 'Students who participate in extracurricular activities get better grades on average than students who do not. This is because managing the schedule of practices, performances, and meetings alongside schoolwork builds time management skills that transfer directly to academic work. School districts should therefore fund extracurricular programs rather than cutting them.' Take a moment to identify: the main claim, the reasons, the evidence that is implied but not cited, and at least one obvious counterargument the author has not addressed.

What the Warm-Up Shows

Notice that the warm-up argument has a clear claim and a plausible reason, but the evidence is implied rather than cited. A stronger version would name the studies showing the grade correlation and describe how researchers controlled for confounding factors (students who join extracurriculars might come from more resourced families, which could independently explain better grades). Implied evidence is a common gap in real-world arguments.

Argument Lab — Full Session

  1. This is the core activity of Lesson 9. Complete all five stages.
  2. STAGE 1 — CHOOSE YOUR TOPIC (5 minutes)
  3. Choose one of the following topics, or propose your own to your teacher:
  4. - Schools should require a course in logic and critical thinking for all students.
  5. - AI tools should be permitted on standardized tests.
  6. - Social media platforms should be legally required to label AI-generated content.
  7. - Cities should prioritize public transit funding over road expansion.
  8. - Zoos do more harm than good to wildlife conservation.
  9. STAGE 2 — BUILD YOUR ARGUMENT (10 minutes)
  10. Write a complete argument for your position. Your argument must include: (1) a specific, falsifiable claim; (2) at least two distinct reasons that directly support the claim; (3) at least one piece of evidence per reason — cite where you would find it if you do not have it memorized; (4) one acknowledgment of the strongest counterargument; (5) one to two sentences responding to that counterargument.
  11. STAGE 3 — EXCHANGE AND CRITIQUE (10 minutes)
  12. Swap your written argument with a partner. Evaluate their argument using the full checklist: Is the claim specific? Are the reasons relevant? Is the evidence credible, relevant, and sufficient? Are there logical fallacies? Is the counterargument addressed honestly? Write at least three specific critiques, noting the exact sentence or claim you are evaluating.
  13. STAGE 4 — RESPOND AND REVISE (5 minutes)
  14. Read your partner's critique of your argument. For each critique: decide whether it reveals a genuine weakness or whether you have a good response to it. Revise your argument to address the genuine weaknesses. Write one to two sentences responding to any critiques you disagree with, explaining your reasoning.
  15. STAGE 5 — REFLECT (5 minutes)
  16. Write a short paragraph (four to six sentences) answering: What was the hardest part of building your argument? Which critique from your partner was most useful? Did any part of the process make you want to change your position? What would you do differently if you were building this argument for a real audience?

What Strong Lab Performance Looks Like

In Stage 2, the strongest arguments will have claims that are specific enough to be investigated, reasons that would only support this claim and not a dozen other claims, and evidence that comes from verifiable sources rather than personal impression. In Stage 3, the most useful critiques are precise — they point to the exact weak spot rather than offering general impressions. In Stage 4, the best revisions either genuinely fix the weakness or explain clearly why the critique does not apply. And in Stage 5, the most honest reflections acknowledge real uncertainty rather than pretending the argument was perfect.

In Stage 3 of the Argument Lab, you notice your partner's argument uses a single personal story as the only evidence for a broad claim about all students. Which critique is most accurate and useful?

During Stage 4, your partner critiques your argument by saying: 'You did not consider the possibility that students might not want this policy.' You believe you DID address this — in your counterargument paragraph. What is the best response?