Area 02 · 2 lessons
Judge
AI can generate possibilities. You still need judgement. Options are becoming cheap. Choosing well — and owning the choice — is not.
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AI can generate possibilities. You still need judgement.
In one line: Options are cheap now. Choosing one, naming what you gave up, and owning it is the part that is still yours.
When you need it
- You have five reasonable options and no way to choose between them.
- A decision has been open for weeks and no new information is arriving.
- You are about to commit to something that would be expensive to undo.
The common misreading
- What people think
- A good decision is one that turns out well.
- What is true instead
- A good decision is one made well with what you had at the time. Outcomes include luck; your reasoning is the part you can actually improve, which is why writing down why you chose is worth more later than the choice itself.
After this area you can match how much caution a decision gets to how hard that decision would be to reverse.
The key idea
Options are becoming cheap. Choosing well — and owning the choice — is not.
What it teaches
- Decision-making
- Trade-offs
- Prioritisation
- Risk awareness
- Deciding under uncertainty
- Opportunity cost
- Evaluating evidence
- Knowing when not to use AI
- Taking responsibility
Think first
An AI recommends you take the higher-paying of two job offers because "income is the strongest predictor of financial security."
What is missing from this recommendation? What would you need to know before deciding?
The lessons
- Every choice is a trade-off — Name what you give up, not just what you gain. (5 min)
- Deciding with incomplete information — Match your caution to how reversible the decision is, and write down why you chose. (6 min)
Practise: Evaluate three recommendations
The goal is not to prove the AI wrong. The goal is to evaluate.
A small shop owner asks an AI how to grow. It suggests: (1) launch paid social ads, (2) add home delivery, (3) cut prices by 15%.
- Identify the assumptions behind each recommendation.
- Identify the information that is missing.
- Identify the risks of each.
- Choose what additional information you would gather first.
- Make your own decision, and write why.
Reflect
What did you discover about the trade-offs you are actually willing to make?