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this post was submitted on 10 Aug 2026
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That’s not how it works.
LLMs are text models. They’re like weather models; they live in the context of the input, it’s literally their entire “world view.” The inputs are the most important part of the quality of the answer.
You need to be able to audit the inputs. If ChatGPT doesn’t even show them, that is a tremendous issue.
And I don’t mean to criticize recipes it’s given that have turned out well, but that’s, literally, mathematically, objectively, a roll of the dice if it’s not grounded in real recipes.
As an alternative, I would highly recommend:
Asking the LLM service to find the most accredited cookbooks in the niche you want.
Get them locally, copy and paste the categories you want into chat.
Ask it to pick or (or modify/synthesize) a good recipe from that.
This is what text models were designed to do before OpenAI commercialized them.