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How to ThinkIn the Age of AI

If shallow work exceeds 50%, the problem is structural…

Track your shallow-to-deep work ratio weekly and treat ratios exceeding 50% shallow as signals of structural calendar problems requiring role negotiation rather than personal discipline improvement.

When This Fires

  • When weekly time tracking shows more shallow than deep work hours
  • When personal productivity techniques aren't producing results
  • When you feel constantly busy but aren't making progress on important work
  • Before a conversation with your manager about workload or role design

Common Failure Mode

Seeing the >50% ratio and trying harder to be disciplined instead of addressing the structure. You wake up earlier, install app blockers, try Pomodoro technique — and the ratio doesn't change because the meetings are still on your calendar and the Slack expectations haven't shifted. Personal optimization within a broken structure produces exhaustion, not results.

The Protocol

(1) Track your time for 2+ weeks, categorizing each 30-minute block as Deep or Shallow. (2) Calculate your weekly shallow-to-deep ratio. (3) If below 50% shallow → focus on personal optimization (scheduling, rituals, environment). (4) If above 50% shallow → the problem is structural. Prepare the data and discuss with your manager: "My deep work ratio is [X]%. What meetings or responsibilities can we restructure to bring it below 50%?"