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How to ThinkIn the Age of AI

Normal daily capacity variation is not a problem — only…

Treat common-cause capacity variation (daily fluctuations within your normal 2-5 hour range) as system-inherent rather than problems requiring intervention; investigate and respond only to special-cause variation (events falling outside normal range).

When This Fires

  • After a below-average day when you're tempted to diagnose "what went wrong"
  • When reviewing weekly capacity data and seeing daily variation
  • When deciding whether a performance dip requires action or acceptance
  • During any self-evaluation where capacity fluctuation produces anxiety

Common Failure Mode

Investigating every sub-average day: "I only got 3 hours of deep work today — what's wrong?" If your range is 3-5, nothing is wrong. You're treating noise as signal, which produces unnecessary anxiety and counterproductive interventions (more caffeine, longer hours, guilt-driven evening work). Save your diagnostic energy for genuine outliers.

The Protocol

(1) Establish your normal range: track daily focused work hours for 2+ weeks. Your range is approximately the 10th percentile to 90th percentile. (2) When a day falls within the range: accept it as common-cause variation. No investigation, no self-blame, no intervention. Plan for the average, absorb the variation. (3) When a day falls outside the range: investigate. What specific event or condition caused this outlier? Is it likely to recur? If recurring, address the cause. If one-off, note it and move on.