Let’s talk using JSON context profiles vs tradi...
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Let’s talk using JSON context profiles vs traditional system prompts for LLM’s 🤔 #promptengineering #airevolution #llm #aicontent #aitips #aiprompt

1:04 Oct 01, 2025 72,900 3,394
@prestonrho
212 words
Has anyone heard about JSON dumping with your LLMs? Apparently, people are saying it's a better way to prompt your AI model. As we all know, a system prompt is essentially instructions in a skin that you are applying to your large language model, and it's gonna play that role. Well, apparently, this is now old news, as LLMs do better with patterns rather than a large amount of text. So people are now doing what is called context profiles. They're creating JSON files, which their LLM can pull to and refer to. It's just defining variables like client avatar, age, status. Why this differs from a system prompt is a system prompt is usually just a bunch of text and general instruction, and if you wanna change it at scale, you gotta go in and you gotta change the system prompt every single time. Instead, if you predefine different parts of your business, you're gonna be using AI for it, and you want the AI to be hyper-specific to you, you can create these different JSON context profiles with these variables in it, and your LLM will actually use that as its system prompt as well. Let me know what you guys think. Is this realistic? Also, follow for more AI.

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