{"course":{"slug":"ai-for-students","title":"AI for Students","url":"https://addaly.com/learn/ai-for-students","level":"beginner","track":"work"},"lesson":{"slug":"where-the-thinking-happens","title":"Where the thinking happens","url":"https://addaly.com/learn/ai-for-students/where-the-thinking-happens","position":48,"of":73,"minutes":8,"answer":"Ideas are finished by being ordered, so assistance at the claim and structure stages removes the thinking itself: the outline is the essay, and everything downstream can be helped safely.","keyIdea":"Ideas are finished by being ordered, so assistance at the claim and structure stages removes the thinking itself: the outline is the essay, and everything downstream can be helped safely."},"body":{"format":"markdown","text":"## Writing is not transcription\n\nThere is a common model of writing in which you have the ideas first and then write them down. It is wrong, and it matters here more than usual.\n\nWhat actually happens is that ideas are half-formed until you try to put them in order, and the attempt is what finishes them. You discover the argument does not work in the third paragraph. You find that two points you thought were separate are the same point. You realise the thing you assumed was background is the actual claim. None of that was available before you wrote; it happened *in* the writing.\n\nThis is why *I know what I want to say, the model just puts it into words* is a mistaken description of what has occurred. If a model produced the words, it did the ordering, and the ordering is where the discoveries live.\n\n## The stages, and what each one costs\n\nWriting an essay has roughly six stages. They are not equally valuable, and knowing which is which decides everything about where help is safe.\n\n1. **Understanding the question.** Yours. Getting this wrong invalidates everything downstream, and it is the most common cause of a bad mark.\n2. **Reading and note-taking.** Yours, per Module 5.\n3. **Finding the claim.** Yours, absolutely. This is the essay.\n4. **Ordering the argument.** Yours. This is where the thinking finishes.\n5. **Drafting sentences.** Mixed. The argument is fixed by now; this is execution.\n6. **Editing and polishing.** Safest place for help, by a wide margin.\n\nThe gradient runs one way. Assistance at stage six costs you almost nothing. Assistance at stage three costs you the essay, even if every word is later rewritten in your own style, because the piece is now a defence of somebody else's claim.\n\n> Figure: What help costs you, stage by stage. Bars (how much of the essay you give away, out of 10): Understanding the question 8; Reading and note-taking 7; Finding the claim 10; Ordering the argument 9; Drafting sentences 4; Editing and polishing 1. Not a measurement: the gradient this lesson describes, put on one scale so the shape is visible. Help at the bottom costs almost nothing and is what a writing centre has always done. Help at finding the claim and ordering the argument costs the essay, even if every word is later rewritten in your own style, because the piece is now a defence of somebody else's claim.\n\n## The outline is the essay\n\nIf your outline is yours (the claim, the order of moves, the evidence chosen for each) then the piece is yours, and everything downstream can be assisted without dishonesty or loss.\n\nWhich makes the practical test simple. Look at your outline. Can you say, for each move, why it is there and why it comes at that point? If yes, proceed. If it came from a model and you are reconstructing the reasons afterwards, you are editing an argument you did not make, and you will feel the difference in the third paragraph when you cannot defend a transition.\n\n## Writing to find out what you think\n\nA practical technique that predates all of this and works better than anything else when you are stuck. Write badly, on purpose, fast, with no structure. Two hundred words on what you think the answer is, ungrammatical, contradicting itself.\n\nThen read it. Somewhere in there is a sentence that is more definite than the rest. That is usually your claim, and you did not have it ten minutes ago.\n\nThis works because it lowers the cost of a bad sentence to nothing. Most writing paralysis is the requirement that the first sentence be good. A model solves that by supplying a good first sentence, which removes the paralysis and the discovery together. Free-writing solves it by removing the requirement, which keeps both.\n\n## Talking as a route in\n\nIf you think better out loud, dictate. Every phone transcribes free, and many assistants take voice. Talk for five minutes about what you think the answer is, get the transcript, and edit it into an outline yourself.\n\nThis is a good use because the content is yours. The machine transcribed; it did not compose. The distinction to hold: it is doing the typing, not the thinking.\n\n## The specific loss\n\nWhen students hand over stages three and four, the essays that come back share a signature. They are competent, well-organised, and say nothing. They land in the middle band and stay there. Markers describe them the same way every time: *no argument*, *descriptive*, *does not engage with the question*.\n\nThat is not a detection problem. It is the accurate description of a piece whose claim was the average of what has been written on the topic, because that is what the process produces. And it is why the students who use these tools well are conspicuously careful about which stage they use them at."},"check":{"question":"A student develops the argument, writes the outline, then asks a model to draft the prose from it and rewrites every sentence in their own style. What has been lost?","options":[{"text":"The voice, since rewriting a generated draft sentence by sentence cannot remove its underlying rhythm.","correct":false,"tempting":"Treats style as the residue; if the argument and structure are the student's, style is recoverable through editing."},{"text":"The process record, since a generated draft cannot demonstrate authorship in a version history.","correct":false,"tempting":"Confuses evidence with substance, and a version history would in fact show the outline preceding the draft."},{"text":"Very little, because the claim and the ordering (the stages where the thinking happens) were done first.","correct":true},{"text":"The discoveries that happen during drafting, since some of the argument is always finished at the sentence level rather than in the outline.","correct":false,"tempting":"Names something real that the lesson concedes drafting contains, but treats a marginal loss as the decisive one when the major stages were retained."}]},"prev":{"slug":"writing-with-it","title":"Writing With It Without Losing Your Voice","url":"https://addaly.com/learn/ai-for-students/writing-with-it"},"next":{"slug":"the-blank-page","title":"The blank page, without outsourcing it","url":"https://addaly.com/learn/ai-for-students/the-blank-page"},"authorship":"Founder and series editor: Dr Mustafa Mun. Written by AI models to a written standard. Exam keys checked blind by a second model: 3,665 of 3,666 agreed. Academic review invited.","review":{"status":"Draft, open for academic review"},"cite":"Addaly (2026) 'Where the thinking happens', in AI for Students. Edited by M. Mun. Addaly. Available at: https://addaly.com/learn/ai-for-students/where-the-thinking-happens (Accessed: 13 October 2026).","licence":{"name":"CC BY-NC-SA 4.0","url":"https://creativecommons.org/licenses/by-nc-sa/4.0/"},"reader":{"schema":1,"title":"Where the thinking happens","courseTitle":"AI for Students","module":{"index":6,"slug":"writing-and-voice","title":"Writing, and keeping your voice"},"answer":null,"keyIdea":"Ideas are finished by being ordered, so assistance at the claim and structure stages removes the thinking itself: the outline is the essay, and everything downstream can be helped safely.","hero":{"kind":"figure","figure":{"t":"figure","label":"Figure","figure":{"type":"bars","unit":"how much of the essay you give away, out of 10","title":"What help costs you, stage by stage","series":[{"label":"Understanding the question","value":8},{"label":"Reading and note-taking","value":7},{"label":"Finding the claim","value":10,"highlight":true},{"label":"Ordering the argument","value":9,"highlight":true},{"label":"Drafting sentences","value":4},{"label":"Editing and polishing","value":1}],"caption":"Not a measurement: the gradient this lesson describes, put on one scale so the shape is visible. Help at the bottom costs almost nothing and is what a writing centre has always done. Help at finding the claim and ordering the argument costs the essay, even if every word is later rewritten in your own style, because the piece is now a defence of somebody else’s claim."},"alt":"Figure: What help costs you, stage by stage. Bars (how much of the essay you give away, out of 10): Understanding the question 8; Reading and note-taking 7; Finding the claim 10; Ordering the argument 9; Drafting sentences 4; Editing and polishing 1. Not a measurement: the gradient this lesson describes, put on one scale so the shape is visible. Help at the bottom costs almost nothing and is what a writing centre has always done. Help at finding the claim and ordering the argument costs the essay, even if every word is later rewritten in your own style, because the piece is now a defence of somebody else’s claim."}},"blocks":[{"t":"h2","id":"writing-is-not-transcription","runs":[{"text":"Writing is not transcription"}]},{"t":"p","runs":[{"text":"There is a common model of writing in which you have the ideas first and then write them down. It is wrong, and it matters here more than usual."}]},{"t":"p","runs":[{"text":"What actually happens is that ideas are half-formed until you try to put them in order, and the attempt is what finishes them. You discover the argument does not work in the third paragraph. You find that two points you thought were separate are the same point. You realise the thing you assumed was background is the actual claim. 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