Level 3 · Tinkerer
The Scientist
skeptic

The Scientist

Hypothesis, test, observe, repeat.

You experiment constantly and trust nothing until you've tested it yourself. You've probably discovered things about AI that most people haven't because you actually probe the edges. Your rigour is your competitive edge.

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AI fingerprint

How your strengths map across six dimensions of AI use.

Depth6/10
Analysis6/10
Creation2/10
Speed3/10
Automation3/10
Breadth4/10

Your win this week

Take your single best-performing prompt and write it up as a reusable template with notes on why it works.

You've run the experiments. The value compounds when you systematise the results, not when you run more tests.

Claude

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Your strengths

  • Deep, tested understanding of what AI can and can't do
  • Discovers capabilities others overlook
    Builds reliable systems because you've stress-tested everything

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Blind spots

Can over-experiment instead of committing to what works
Perfectionism delaying shipping — done beats perfect

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Your AI loadout

Claude

Perplexity

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