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> "Prompt engineering is best done by the model"

Well, That would be ideal, but if I type in "Middle-aged white male in full plate armor standing on a battlefield resting on a full tower shield" I likely will want to further modify the result, or style, or detail level. There almost certainly will continue to be "hacks" to get it stylized as desired. Even if I say "Painting of..." there's still a huge range of options.

I understand and agree that it's desirable to get AI prompts as close to natural language, but how do you quantify a level of stylization in natural language? "A very very very very Michelangelo style painting of a slightly slightly slightly Middle-aged white male..."

I think prompt engineering will change quickly, and to keep up, it could potentially be a 'profession' that is very specific to the model. I don't think that's a bad thing, but I would think/agree that it will likely not employ many people at all.




"Prompt engineering" is just specification writing but with a LLM instead of a person as the one implementing the spec's requirements. Natural language is imprecise, precisely specifying requirements is hard, and LLMs can't read your mind any more than other humans can.


Maybe it would help if you actually understood the specific qualities of "very very Michelangelo style" and could describe those, instead?




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