Map the frontier before you prompt
Create a quick frontier map before using AI on a knowledge-work task.
The move: map the frontier before the model starts working. A quick frontier map has four columns: subtask, AI role, human role, and verification needed. The point is not bureaucracy. The point is to stop a mixed task from becoming one vague prompt. Split the work A proposal review might contain extraction, comparison, risk judgment, tone adjustment, and next-step drafting. AI can often accelerate extraction and drafting. The human should own risk appetite, relationship nuance, and any decision that creates an obligation. Choose the teaming mode Use a cyborg style when you are exploring and the cost of a wrong…
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