Prompting for Usable Drafts
Prompts Do Not Transfer
The 'perfect prompt' is the least portable thing you own. Change the task, the model, or even the formatting and its gains vanish. The method is what carries.
5 cited sources
Blog
Guides on writing and editing with AI — every claim tied to a source you can check.
24 posts · page 1 of 3
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Prompting for Usable Drafts
Show, Don't Tell: Examples Beat Instructions
The copywriter's most common question — how do I teach AI my style? — has a boring, well-tested answer: paste examples of your writing, not a list of adjectives.
7 cited sources
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Prompting for Usable Drafts
Chain-of-Thought for Writers, Not Mathematicians
Chain-of-thought was invented and measured on math problems, then sold as a universal prompting trick. Here is the part that transfers to writing — and the larger part that doesn't.
5 cited sources
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Prompting for Usable Drafts
The Self-Critique Pass
Asking a model to review its own draft is the cheapest quality upgrade in prompting — and the only one with a hard number on facts: 7.5% to 77.5% accurate citations.
7 cited sources
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Prompting for Usable Drafts
The Brief Is the Prompt
A generic draft is not a flaw in the model — it is a faithful echo of generic input. Give a model no brief and it returns the statistical average of everything it has read, which is the definition of generic.
9 cited sources
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Writing English as a Non-Native
When Your Teacher Cannot Tell Any More
Teachers can no longer distinguish AI writing from student writing — not by eye, not by software. For the instructors who buy these tools, that changes what is worth buying.
11 cited sources
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Writing English as a Non-Native
Publishing in English From a Non-Dominant Language
For most of the world, the barrier to publishing in English is a language barrier — and AI now removes it. What you're allowed to use, and what you must disclose.
6 cited sources
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Writing English as a Non-Native
Correct, Do Not Rewrite
A corrected sentence is still yours; a rewritten one belongs to the model. For non-native English writers that line decides both authorship and whether you ever learn to write without the tool.
5 cited sources
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Writing English as a Non-Native
What AI Feedback Actually Improves in L2 Writing
AI feedback reliably fixes two things in second-language writing — grammatical accuracy and lexical fluency. It does not teach you to write, and the difference matters.
6 cited sources
