Imagine all books on earth were written by just 5 people - and worse, they could not remember what they had written yesterday. You would quickly get tired of reading the same flourishes and patterns over and over.
Whatever style models currently in use have, that's what people are going to be tired of, and it's what they're going to recognize as "AI".
You can already do that in your agents.md file, of course, or ask for a re-write and dodge the sameness.
I'm sure it's trivial for somebody who has studied communication or contemporary linguistics, just as it's trivial for me to ask an LLM for tenant-isolation using row-level security in an app
But you know what you like, and you know what bothers you, and the good news is that you don't have to one-shot a solution. You can create a skill and refine it over time. As you test and/or use it, identify copy you don't like and tell the LLM what you prefer instead, and ask it to distill and generalize that feedback into the skill.
Separately we have overlap between AI slop styles and right for the situation writing styles which this highlights.
Using the new CRM example, the clean version looks like a millennial student who rambled on a page, and the AI slop version looks like a draft I could send for PR to corporate managers. I buy the former looks more real, but it also looks sloppy and doesn’t work for most of my use cases.
When I was in school, the structured essay style of the “slop” examples was encouraged and I see it continue to resonate in corporate. The cleaned up versions here def have use cases - reviews for example.
Main point - different styles for different situations and our AI slop versions vs humanized versions both overlap different areas of the “ideal” we continue to look for.
A next step I'd suggest is asking the LLM to use shorter words when available.
I want my boss to know I'm a Good Boy using AI.
(*defeated chuckles and gazes towards my Claude session*)
and needs no system prompt
A human would write "and doesn't need a system prompt."A total, artificial lack of em dashes can in itself be perceived as another sign of AI writing.
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