THE FIELD NOTES · LEARNING GUIDE

How do you know your AI skill level?

Look at what you can explain, test and build.

Check your understanding

Can you explain why a model produced an output? Can you identify what information you would need to trust it?

Look at your habits

Test AI-generated code, verify sources and inspect assumptions. Technical habits matter alongside factual recall.

Use assessments thoughtfully

A short check can suggest a starting point. A reviewed project gives richer evidence of your ability. Use both as feedback, not as fixed labels.

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