Skip to content
How to ThinkIn the Age of AI

If the same judgment appears in three contexts…

When you encounter the same judgment arising across three or more different contexts, treat it as a structural cognitive habit requiring explicit examination rather than a series of independent assessments, because cross-context repetition indicates the judgment is executing from pattern-matching rather than situation-specific analysis.

When This Fires

  • You notice yourself making the same diagnosis about different teams, projects, or people
  • Your feedback to different individuals starts sounding the same
  • You reach the same conclusion about a new situation suspiciously quickly
  • Someone points out that your assessments tend to follow a pattern

Common Failure Mode

Interpreting the repetition as confirmation rather than as a warning sign. "I keep finding the same problem everywhere — clearly it's a systemic issue." It might be. Or your pattern-matching system might be overactive, finding the pattern it knows how to find regardless of whether it's the most important pattern in this specific context. The repetition is a signal to examine, not to confirm.

The Protocol

When you notice the same judgment arising in a third different context: (1) Name the judgment explicitly: "I am concluding [X] again." (2) List the three contexts and what specific evidence led to the judgment in each. (3) Ask: "Is the evidence in context 3 genuinely similar to contexts 1 and 2, or am I applying the same template?" (4) Look for evidence in context 3 that doesn't fit the pattern — if you can't find any, you're probably not looking hard enough.