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Prepare the questions, not a judgement of a named person
Difficult conversations go badly when the opener is a verdict. People reach for ChatGPT because they want better words. Better words are allowed. A better verdict from a model is not. AI can help you prepare questions and a calm structure for a hard conversation. It must not write a judgement of a named person as fact. The model has not managed that person. It will still produce a fluent character sketch if you paste a file and ask what is going on with them. That sketch can leak into the notes and the story you tell yourself before you sit down. Once it is in your head, you will listen for proof. Listening for proof is not listening.
Human resources already knows this line. Performance writing that someone will sign still needs your voice and your facts. Managing people who use AI includes not letting a generated paragraph become the unofficial file. The same standard applies when you are the one walking into the room. Use the tool on your side of the table: your purpose, the examples you already hold, the questions that would change your view, the time box, the follow-up. Do not use it to diagnose personality. Diagnosis is a clinical word and a workplace hazard. You are not writing a case. You are preparing to speak with a colleague who will remember how you opened.
This essay is a prep method with a hard ban. You will see what to put in the brief, what to keep in a notebook that never meets a model, and how to check a draft for judgement dressed as observation. Care is the topic because the cost of a fluent wrong sentence here is not a typo. It is a relationship, a grievance, or a person who stops bringing problems. That cost does not show on a licence line. It shows in the team six weeks later. Prepare as if the other person will one day read every word you asked the model, because in a dispute they might.
Do not paste a named person's performance file into a consumer chat. If the tool is not approved for that class, prepare the questions on paper.
Structure and calm, with facts you already hold
A useful prep brief has five parts you write yourself before the model sees anything. Purpose in one sentence. Facts you can point at, with dates, already in your notes. The decision you are allowed to take in the room, and what you are not allowed to take. Questions that would change your view. The tone you will not use: sarcasm, diagnosis, crowd quotes from people who are not in the room. Then you may ask the model to order the questions, tighten your opener, and flag loaded words. You may not ask it whether the person is difficult, lazy, or political. Those adjectives are judgements. Judgements stay yours if you make them.
Keep names out of unapproved tools. Refer to the colleague as the other person in the prompt if you must use an approved workspace, and still avoid medical or grievance detail. The writing-someone-will-sign standard applies to any note you might file after the meeting. If you would not put the sentence in a signed record, do not let the model draft it as inner commentary. Inner commentary has a way of becoming the email you send to your own manager. Managers then manage the commentary, not the work. That is how AI leaks into a people process without anyone deciding that it should.
| Prep job | Let AI help | Keep human |
|---|---|---|
| Opener and order | Calm structure, shorter questions | Whether you will have the meeting at all |
| Examples | Help you phrase facts you already hold | Which incidents are true and fair |
| Questions | A list that tests your view | Which answer would change your decision |
| Character | Never | No diagnosis of a named person |
A prep brief that stays on your side of the table
Write the five parts by hand. In an approved tool, paste only the purpose, the facts without extra identifiers if policy requires, and the questions. Ask for a structure: opener, facts, questions, close, follow-up. Ask it to list loaded words and to propose calmer replacements without changing the facts. Ask it to list what a fair-minded listener might still dispute. Then you edit until you would say it aloud. Practise aloud. If you cannot say a sentence without heat, it is not ready, however polished. The meeting is spoken. A polished memo is not the artefact. Your voice is.
After the conversation, do not ask the model to write up what they are really like. Write the agreed actions in your words. If you need help with a follow-up email, treat it as writing someone will sign: no new judgements, no new facts. Managers who use AI well ask their teams for the same standard. The neighbouring essay on managing people who use AI is the other side of this coin. Your prep should be something you could admit. If you could not admit the prompt, the prompt is the problem.
Role: You are helping me prepare a conversation I will hold under my own name.
Task: Turn my purpose, facts, and questions into a calm structure I can say aloud.
Context: I will paste only facts I already hold. I will not paste a secret file.
Constraints:
- Do not judge, diagnose, or characterise the other person.
- Do not invent incidents, motives, or quotes.
- Flag loaded words and propose calmer phrasing that keeps the same facts.
- If a fact is missing for a question I want to ask, say missing.
Output: Opener, fact order, questions, close, follow-up, and a loaded-word list.
Quality checks: List sentences that would sound like a verdict in the room.If the quality list reads like a verdict, you are not ready to sit down. Cut until only questions and checkable facts remain. The model cannot find your courage. It can only make an unready script sound finished. Finished-sounding scripts are how people walk in having already decided, then call it a conversation. Practise the cut version aloud once more. If heat returns, cut again. Heat in rehearsal will be heat in the room, dressed in calmer adjectives.
AI characterisations that leak into the file
The harm is a paragraph that sounds like psychology and has no standing. It enters your notes. It enters a message to HR. It becomes the unofficial record. In a grievance, that paragraph is discoverable and indefensible, because neither you nor the model can show the clinical basis. Do not ask for personality types, labels, or likely motives. If you need HR, use the HR path with the facts. A second harm is pasting medical or union-sensitive material into the wrong tool. Classification is care. Speed is not an excuse. If the approved tool is slower, use slower. The person in the room is not a drafting inconvenience.
A third harm is letting the model write the other person's possible replies as if they were evidence. Role-play can help you hear how an opener lands. It cannot tell you what they will say. Keep role-play clearly labelled as rehearsal. Do not file it. A fourth harm is using AI to avoid the meeting. A perfect email instead of a conversation is still avoidance. Structure should get you into the room sooner, with less heat, not replace the room with a generated letter you hope they will read in the spirit you intended.
| Mistake | What it looks like | What to do instead |
|---|---|---|
| Judge the person | What is wrong with them | Purpose, facts, questions only |
| Paste the file | Restricted notes in consumer chat | Approved class or paper prep |
| File the role-play | Rehearsal as unofficial record | Agreed actions in your words |
| Email instead | A perfect letter, no meeting | Use structure to enter the room |
A model must not write a judgement of a named person as if it were fact. If your prompt asks for that, stop. You are building a file you cannot defend.
Related reading on StudyGrid
Read next: AI for Human Resources Writing Someone Will Sign Managing People Who Use AI. Those essays sit beside this one. Use them when you need the neighbouring skill, not as a substitute for the check you still have to make.
What to do this week
Pick one conversation you already owe. Write purpose, checkable facts, and questions by hand before you open a tool. Use an approved workspace only to order the questions and to flag loaded words. Practise the structure aloud once before you sit down. Do not ask for a character sketch. Afterward, record agreed actions yourself. That is using AI for difficult conversations without handing your judgement to a paragraph that cannot sit in the chair.