Unit 4 · Lesson 3
What would change your mind?
The one question that separates a belief from a guess.
Here's a question that sounds simple and is actually the whole point of this unit:
"What would change your mind?"
Ask it about anything you believe. If you can answer — if you can name the evidence that would flip you — you're thinking. If you can't name anything, you're not holding a belief. You're holding on.
A real belief comes with an exit. If nothing could change your mind, it was never about the evidence.
One idea: beliefs you can test vs. beliefs you defend
Remember Unit 1: understanding means you could be wrong and notice. This is that idea, turned into a habit.
| Kind of statement | Example | What would change your mind? |
|---|---|---|
| Testable claim | "This bridge holds 10 tons." | A load test. Clear and checkable. |
| Opinion | "Blue is the best color." | Nothing — and that's fine, it's a taste. |
| Sneaky belief | "My team never loses unfairly." | Should be evidence — but often nothing will. |
The dangerous one is the third. It dresses up like a fact but you defend it like a taste. The "what would change your mind?" question drags it into the light.
And it's your best defense against a confident AI, too. When a chatbot states something as fact, ask: "What evidence would show this is wrong, and does that evidence exist?" A good answer names real tests. A hallucination can't.
Do the thing
For each statement, answer honestly: what would change your mind? If the answer is "nothing," decide — is that because it's an opinion, or because you're refusing to look?
- "Our town's water is safe to drink."
- "Pineapple belongs on pizza."
- "I'm bad at math."
- "This AI's answer is correct."
Quick check. #1 and #4 are testable — name the test (a water report; an independent source). #2 is pure opinion — nothing changes it, and that's honest. #3 is the sneaky one: it feels like a fact about you, but "I'm bad at math" is a prediction that a few good weeks could break. Beliefs about yourself are the hardest to put an exit on — and the most worth it.
Why this matters
You finished Unit 4 — the most important unit in the course. Here's what you carry out:
- Confidence is not evidence (from anyone — an AI, a friend, or you).
- Check the load-bearing claim, in a source you can trace.
- Ask "what would change my mind?" — and mean it.
That last question is what keeps you the boss of your own thinking in a world full of confident answers. It's the difference between being convinced and being correct.
Now you're ready to build. Next unit, you'll take everything — the verbs, the data sense, the prompting, the checking — and design a tiny AI workflow that actually does something useful.