If some text is AI written as a response to a much shorter prompt, then the prompt and/or sources used to make the text should be published instead (or at the very least together with the text).

I had to do this with my boss. He sent an email saying he asked AI about an assignment he gave us, then sent us the reply from the LLM. It was verbose and lacked any and all awareness of the constraints we have within the company. The assignment was poorly defined from the outset, and I asked for the prompt he used, because I thought that would be far more useful to understand what he was looking for rather than what AI decided to spit back.

It turned out his prompt was equally uninspired... 1 or 2 sentences. That was the thought he put into it, which then had us spending hours trying to figure out the AI reply. He could have saved the whole team a full day by just sending the prompt... or nothing at all.

Funnily enough, for me AI writing is usually the summarizer rather than expander. I would usually give Claude 2-3x the amount of data in notes, context, braindump etc; when doing person-to-person communication, using AI to _expand_ the context rather than shrink it is doing everyone a disservice.

I wish I could do a "right-click -> view page source"-like "right click -> view prompt" or like the dark mode toggle (prompt <-> ai slop (expanded)), depending on my mood (although almost everything is in constant dark mode, so I believe I'd look mostly at the prompts)

The infinite monkey theorem[1] can be applied to show that AI is not incapable of producing quality output. However, expecting your audience to sort through the output from a very large quantity of monkeys is not respectful. I think the best approach would be:

"Here is the prompt and model I used, here is the portion of the output that stuck out to me as relevant and useful, and here, in my own words, is why I think that is so."

i.e. Highlight the good part of the output for me and, preferably, explain why you think it's good. Otherwise it's the same thing as posting slop, only with extra steps. You thought it was worth posting and I thought that made it worth looking at, but now I'm sorting through a bunch of monkey garbage looking for what made you think that. Being a different person, I may not find that hidden gem and I may become quite frustrated with you.

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[1]https://en.wikipedia.org/wiki/Infinite_monkey_theorem

I think of a prompt more like a tweet. The medium does matter. If someone was only willing or able to put an abbreviated amount of thought and effort into something, it's not worth a disproportionate amount my time or attention.

"please walk our observability stacks, our IaC code and config, our cloud account, and our application codebases to gather an RCA for for any errored out request responses we've been producing this week. include a tabulated breakdown."

~actual prompt i sent in to claude last week. doing what you propose would be basically impossible / nonsensical, and further undo the entire exercise, sending all the money spent on the tokens down the toilet.

put differently, if you use agents in any actually useful manner, the principle you describe erases whatever value they did end up providing. though since the whole underlying premise is that ai never provides any value, maybe that's the intended result and is as expected. in which case, i'd argue such a desire is more than a bit demagogue.