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How to ThinkIn the Age of AI

Keep separate Candidate and Confirmed pattern lists…

Maintain two separate lists—'Pattern Candidates' and 'Confirmed Patterns'—promoting candidates only after they survive three independent observations, one alternative-explanation check, and one successful prediction.

When This Fires

  • When you notice a potential pattern and want to track it without committing to it
  • During periodic reviews of your pattern dictionary
  • When deciding whether to act on a perceived pattern
  • Any time you're building a personal pattern recognition practice

Common Failure Mode

Treating the Candidate list as the Confirmed list — acting on unvalidated patterns because they feel right. The two lists exist specifically to prevent this. Candidates are hypotheses; Confirmed patterns are validated tools. Only Confirmed patterns should inform decisions.

The Protocol

(1) When you notice a potential pattern: add it to Pattern Candidates with the date and first observation. (2) As new observations occur, log them against the candidate. (3) Promotion checklist: three independent observations? ✓ Alternative explanation generated and tested? ✓ Successful prediction made? ✓ (4) All three criteria met → promote to Confirmed Patterns. (5) Any criterion failed → keep in Candidates and continue gathering evidence.