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Use AI to find patterns without defining you

Turn a small record of project decisions into a tentative pattern and a testable rule.

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Before you start

A chat assistant and three fictional or carefully selected project summaries.

Why this lesson exists

The prototype-graveyard posts use conversation as a mirror for decisions. A model sees the sample you provide, not your whole identity or life.

Do the exercise

  1. Choose a bounded sample

    Write what you started, what you finished and why you stopped for three projects. Use facts you are comfortable sharing. Leave unrelated private history out.

  2. Request competing explanations

    Ask for two plausible interpretations of the same pattern and the evidence for each. Make it distinguish missing records from a lack of action.

  3. Choose a behavior to test

    Convert one hypothesis into a small rule, such as completing a ten-minute demo before adding a new feature. Keep the rule reversible.

  4. Look for contrary evidence

    Apply the rule to the next project and record whether it helped. Ask what observation would disprove the original hypothesis.

A prompt to adapt

Replace the bracketed parts with your own practice details.

Review these three project summaries as a limited sample, not a personality assessment. Cite evidence for any pattern, give an alternative explanation, and name missing information. Suggest one reversible behavior experiment and what would disprove the hypothesis. Summaries: [summaries].

What this looks like

Stopping three projects after a prototype could mean avoidance, but it could also mean each prototype answered its question. The record needs the original goal before you can tell.

Check your result

Use evidence from your output. A confident explanation from the AI is not enough.

  • Interpretations are labeled as hypotheses.
  • An alternative explanation is included.
  • The proposed rule can be tested and reversed.

If it isn’t working

If the response uses sweeping labels about who you are, ask for specific actions and dates instead. Do not use a chatbot’s pattern summary as a diagnosis.

Where this came from

Adapted from the archived LinkedIn theme “I Asked My AI to Analyze Me. It Found a Prototype Graveyard..” See the post coverage and editorial method.

Prepared September 2026. Tools and interfaces change; use current official setup instructions. Session lengths are estimates.

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