Skip to content
How to ThinkIn the Age of AI

Track assumptions in a five-field register

Maintain an assumption register with five components for each assumption: the specific testable claim, what would change if false, current evidence for/against it, validation status, and next action to test it—reviewing weekly for active projects.

When This Fires

  • During project planning when assumptions are being extracted (Extract and classify every assumption before committing…)
  • Weekly during active projects to track assumption validation progress
  • After any event that might have validated or falsified a registered assumption
  • When a project outcome surprises you — check which assumptions were wrong

Common Failure Mode

Creating the register during planning and never reviewing it. The register's value comes from weekly interaction: checking validation status, updating evidence, executing next actions. A register created once and filed away is a planning artifact, not a management tool.

The Protocol

For active projects: (1) Extract assumptions into the register with all five fields populated. (2) Prioritize by impact-if-false: which assumptions would kill the plan if wrong? (3) Weekly: review each assumption. Update evidence. Execute next-action tests for the highest-priority untested assumptions. Update validation status. (4) When an assumption is falsified → immediately evaluate plan impact and adjust. (5) When an assumption is validated → reduce monitoring frequency. The register should shrink over project life as assumptions move from untested to validated/falsified.