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I cling a bit to a prompt i sent a while ago about just tossing a chopped pepper into a recipe for baked ziti. I had a recipe that i followed fairly tightly with slight changes to see how they would work out each time. Instead of prompting "when should i add chopped bell pepper?" the small change of just, "what are my options for when to add chopped bell pepper?" opened up a variety of different methods i could try when returning to that recipe, and decide what i like best based on the outcome.

The first prompt style is I think a way society towards drifts incidentally towards a less interesting one, with less variety in solutions. The second one i think allows people to still exercise their potential to try a variety of things and keep that variety.

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>like, is he allowed to just put in any old toilet, or is there a gpf restriction?

And if the LLM gets that wrong? It's his job to know the codes or how to go to a reliable resource to find out the correct codes.

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Hopefully he would be using the LLM as an enhanced search engine that can point him to relevant authoritative sources that he can use to fact-check its output. I have done that in the past to some effect.
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People don’t understand they need to do that.
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Maybe he just needs a reminder and he’ll have an oh yeah moment when he reads the output maybe he’ll ask it for primary sources. There’s a lot of bad faith going around.
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Presumably in his jurisdiction he should know what official resources to consult. But the point about it depending on his question is definitely fair.
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