Recognize when a task benefits from deeper reasoning and when it does not.
Model fit A manager wants help on three tasks: polish a message, compare staffing plans, and debug a broken reporting process. Not all tasks benefit equally from deeper reasoning. Match depth to job shape Transformation, analysis, or decision? Deeper reasoning is strongest when the task has multiple constraints, trade-offs, or dependencies. Simpler work often benefits more from speed and clarity than from extra reasoning effort. Shortcut Always choose the deepest model Task shape drives model depth. Do not buy analysis depth when the job is only wording. Transformation Node 1 The task is to rewrite a three-paragraph partner update in…
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