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How to ThinkIn the Age of AI

Convert 'I am X' identity claims into 'In situation Y, I…

Rewrite personal identity schemas as behavioral predictions with specified conditions and thresholds to convert unfalsifiable identity claims into testable hypotheses.

When This Fires

  • When self-describing with identity claims: "I am [trait]"
  • During self-reflection when evaluating personal strengths or weaknesses
  • When identity-level beliefs are driving decisions without behavioral evidence
  • After receiving feedback that contradicts a held identity claim

Common Failure Mode

Writing behavioral predictions that are too easy to pass: "I will sometimes listen to others." This is unfalsifiable in the opposite direction — the bar is so low it can never fail. Predictions need specific conditions, specific behaviors, and specific thresholds that create genuine pass/fail criteria.

The Protocol

For each identity schema: (1) State the identity claim: "I am [trait]." (2) Rewrite as behavioral prediction: "In [specific situation], I will [specific observable behavior] at least [threshold frequency/quality]." (3) Test: does the prediction have genuine fail conditions? Could you observe yourself not meeting the threshold? (4) Track: over the next 2 weeks, does your actual behavior match the prediction? Where it matches → the identity claim is behaviorally supported. Where it doesn't → the identity claim exceeds what your behavior actually delivers.