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How to ThinkIn the Age of AI

When forced into a binary decision, document the full…

When forced to make a binary decision after spectrum-based deliberation, document the richer multi-dimensional signal alongside the binary outcome so future analysis can recover what the compression discarded.

When This Fires

  • When a nuanced deliberation must be compressed to a binary decision
  • During hiring, approval, or go/no-go decisions where the outcome is binary but the reasoning is not
  • Any decision where future review will need to understand why, not just what
  • When you want to learn from decisions rather than just recording them

Common Failure Mode

Recording only the binary outcome: "Decision: Approved." This is the minimum viable record but maximum information loss. The deliberation produced multi-dimensional insight; the record preserves only one bit.

The Protocol

When forced to make a binary decision: (1) Record the binary outcome (yes/no, hire/reject, ship/hold). (2) Record the multi-dimensional signal alongside it: dimension scores, decision driver, confidence level, proximity to the boundary, and what would change the outcome. (3) The parallel record takes 60-90 seconds. (4) Future analysis can now recover the full deliberation: which decisions were easy (all dimensions aligned) vs. borderline (dimensions conflicted), and what patterns appear across decisions.