The 3-Draft Writing Workflow
AI makes a terrible first draft and a remarkable middle draft.
The mistake is treating the output as finished. The fix is a three-step loop where the human owns intent and judgment and the machine owns expansion and structure.
1. Human Frame
A voice memo or raw bullets. No polishing. Just the thinking, captured fast. This is where the real voice and the real point live. You set the direction before any token is spent, because a model optimized for plausibility will drift toward generic if you do not anchor it. A messy voice note with the right argument beats a polished paragraph that says nothing you believe.
2. AI Middle Draft
The LLM expands, structures, and tells you what is missing. It fills the skeleton and proposes an order. It will be 80% there and 20% wrong. The value is that it is fast and it shows you the shape of the argument so you have something to react to. Treat it as a sparring partner. Its wrongness is useful. It tells you where your own thinking was thin.
3. Human Judgment
You redline it hard and check the voice. Cut the wrong parts, restore how you say things, confirm it says what you meant. You are the editor, not the typist. This is the step people skip when they are impressed by how fluent the middle draft sounded, and it is the step that separates writing that sounds like you from writing that sounds like everyone.
Why "just prompt it" fails
Asking an LLM for the finished piece in one shot optimizes for the wrong thing. You get surface fluency and you waste the scarce human attention. The three-draft loop puts that attention on the two moments that matter, framing the intent and judging the result, and lets the machine absorb the middle. The output is faster and it is more yours.
Where teams get stuck
Skipping steps. Skip the Frame and the AI guesses your intent. Skip the Judgment and the 20% wrong ships. Both give you content that is coherent and empty. This is a process for keeping the human in the two seats AI cannot sit in: deciding what to say, and confirming it got said.
One-line takeaway
The machine writes the middle. You write the beginning and the verdict.