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How to ThinkIn the Age of AI

Move outputs forward through pipeline stages…

Move outputs sequentially through pipeline stages (Draft → Review → Polish → Deliver) without skipping stages or oscillating backward except through explicit, documented regression decisions.

When This Fires

Common Failure Mode

Perpetual redrafting: the output oscillates between Draft and Review endlessly. You draft, review, find problems, redraft, review again, find new problems, redraft again. Each cycle feels productive but the output never reaches Polish or Deliver. The constraint violation is the regression from Review back to Draft without an explicit decision.

The Protocol

(1) Define your pipeline stages: Draft → Review → Polish → Deliver (or your variant). (2) When working on an output, identify which stage it's in. Work only on activities appropriate to that stage (One cognitive mode per stage). (3) Advance to the next stage only when the current stage's gate criteria are met (Check 3-5 yes/no gate criteria at each pipeline stage…). (4) If review reveals a problem requiring regression to a prior stage, make it explicit: "I'm moving this back to Draft because [specific reason]." Document the reason. (5) Track regressions: if the same output regresses more than twice, the problem is likely upstream (unclear scope, missing input, wrong template) rather than in the current stage. Fix the root cause rather than continuing to oscillate.