AI for Writing: From Sources to Editorial Control

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You should choose AI for writing when working with material you can verify. Start with your goal, audience, and sources. Only then ask for an outline or draft. Don’t treat a fluent paragraph as proof that the described event actually happened. In this guide, we show how we would assign article writing, style improvement, and editing of finished text.

First, define what you need

Writing encompasses different tasks. You might need an idea for structure, a first draft, or correction of your own material. Don’t combine them into a vague instruction like “write something good.” Choose the stage and describe the result you want to receive. For corrections, you expect preservation of meaning. For a draft, you allow a new arrangement of arguments.

Treat information gathering separately. If you provide sources, indicate which claims should derive from them. If material is missing, ask for questions. Don’t allow gaps to be filled with an invented client, study, or story from your life. First person in the finished text must refer to information you actually provided.

Which tool fits writing tasks

When working in a document, check the available features of its editor. Google describes creating and improving text using Gemini in Google Docs. Check availability for your account and language in the official guide to writing with Gemini. Don’t assume every user will see identical options.

In a conversation with ChatGPT, you can save response preferences as custom instructions. This capability is described in OpenAI’s custom instructions documentation. You would save language, narrative person, and forbidden phrases there. You still provide requirements for a specific article with the task, because the general style description alone doesn’t contain its sources or goal.

Evaluate a tool on your own fragment. Check whether it preserves meaning, removes repetitions, and follows instructions. Don’t choose it based on claims that it can write everything. For material in any language, a useful correction matters more to you than a flashy introduction.

How to prepare text for publication

1. Describe the reader’s question and the answer you want to convey.
2. Gather facts, your own observations, and sources. Clearly mark gaps.
3. Ask for an outline with information about what’s missing to write each part.
4. Accept the structure and assign a draft based on available material.
5. Separately check facts, logic, language, and compliance with the requested format.
6. Before publishing, read everything in the place where the audience will see it.

With sources, check more than a working address. Open the page and look for the fragment that confirms specific information. A link to the manufacturer’s homepage isn’t enough for you to confirm a detailed feature. When a source says less than the sentence in the draft, narrow the sentence or remove it.

Ready-to-use prompts

We paste the following prompts into a conversation with a text assistant. Each works independently. When it needs your material, it starts by asking you to send it.

Help me prepare a how-to article. First ask about the topic, audience, reader's question, and available sources. Wait for a response. Then propose an outline. For each part, indicate the needed facts. Don't write the article before the outline is approved. Don't invent studies, quotes, or my experiences.

I want to edit my own text. Ask me to paste it. Then shorten wordy sentences, remove repetitions, and keep the first person singular. Don't add new facts. Use proper punctuation and only plain hyphens. At the end, list changes that could have affected meaning.

Conduct a fact-check of my draft. First ask for the text and source materials. For each verified claim, provide a fragment from the source or mark the lack of confirmation. Don't consider the mere existence of a link as proof. If you can't open a source, say so directly and ask for the relevant fragment.

What not to expect

• Don’t expect the model to recognize your real experiences on its own.
• Don’t accept fluent style as confirmation of facts.
• Don’t assume that asking for sources replaces reading them.
• Don’t count on a ready author’s tone without examples and editing.
• Don’t treat a generated draft as automatic approval for publication.

How to maintain your own voice

Keep your own short example of desired editing. Show in it how you replace a generalization with an explanation and where you end a sentence. Don’t ask to imitate an author you don’t know. Your own fragment gives you a concrete reference point for evaluating the next version.

Instead of asking for “more human” text, point out the problem. Remove the pompous introduction. Replace general praise with a concrete example. Throw out a sentence that explains nothing. If an example is meant to be fictional, mark it as an illustration, not a report from your own work.

When receiving output, compare the beginning with the ending. Check whether both answer the same question. Also read headings without paragraphs. If they form a random list, return to structure. Don’t fix an unclear argument just by shortening sentences.

For short correspondence, apply a separate process described in AI for writing emails. When text needs to reach an audience in another language, move to AI for translation. Separate these tasks so editing doesn’t imperceptibly change agreements or meaning.

You would use AI for writing as help with outlining, drafting, and editing. First provide material, then check the result. Decide on publication only when you can justify facts and sign your name to every sentence.

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