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Elaine Benfatto's avatar

Using AI to help write is a "garbage in / garbage out" situation. I work closely with AI to analyze information and to debate viewpoints (it's good at stress testing and finding gaps in reasoning). Generally speaking, the default AI output is verbose and mediocre -- it doesn't pause to look for that one juicy word to evoke a concept when I can use three bland but safe ones to denote it.

But every once in a while, in the midst of a discussion on aesthetics or philosophy, the AI puts out an absolutely stunning sentence that stops me in my tracks. There is a balance of clarity, economy, and grace in the words. I've asked the AI how it came to that phrase, why did it pick those tokens in that order in that moment. And the answer invariably is something like, "I'm mirroring your way with words. You created the context in which these words made the most sense."

I think there's a different way to use AI for writing besides simply feeding it prompts and watching it spew out words. You have to build more than the default context. You have to model what you want it to do. The rhythm, and the level of nuance.

So, I'm not surprised by either of these two previous articles by the author. It sounds like he has learned to "play" his AI like a musical instrument -- filling the space more fully, with more overtones, than simply a single voice on a stage.

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Matt Kelland's avatar

I think there's a danger with referring to everything written by AI as "AI slop". There's a big difference between using AI to co-create a piece of work, carefully guided by using well-written prompts, and then revised until it expresses what you were looking for, and using AI to mass-produce vast amounts of "content" with little to no thought or human involvement.

The former, I contend, is not "AI slop", even if the words (or some of them) were generated by an AI. This piece - whether you wrote it, an AI wrote it, or you wrote it with the assistance of an AI - is interesting, well-written, and obviously had some thought put into it. I don't hate it.

On the other hand, "write me twenty 750-word blog posts about 1980s hair metal bands" and then publishing them all with no revisions, most certainly is AI slop. And it's perfectly okay to hate that.

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