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Mastering LLMs: Use Them as Copyeditors, Not Content Generators

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Originally published on Simon Willison's Weblog by Simon Willison

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Mastering LLMs: Use Them as Copyeditors, Not Content Generators

Summary & Key Takeaways ​

  • Thomas Ptacek suggests a strict rule: never use a single word an LLM suggests for writing.
  • LLMs are best utilized for fact-checking, spelling, grammar, and as a thesaurus.
  • The "weird smell" of LLM-generated text is a good indicator to avoid it.
  • Adopting this principle helps maintain writing discipline.
  • The article provides insights into building a personal LLM copyediting tool.

Our Commentary ​

"You may not use a single word an LLM suggests to you." I love this rule. It's so simple, so absolute, and it immediately resonates with that "weird smell" we all recognize in AI-generated text. We've been grappling with how to integrate LLMs without losing our voice, and this feels like a solid, actionable boundary. It's not about rejecting the tech, but about defining its role precisely. I'm definitely going to try adopting this for my own writing process.

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