Everything to do with LLM prompts reminds me of people doing regexes to try and sanitise input against SQL injections a few decades ago, just papering over the flaw but without any guarantees. It's weird seeing people just adding a few more "REALLY REALLY REALLY REALLY DON'T DO THAT" to the prompt and hoping, to me it's just an unacceptable risk, and any system using these needs to treat the entire LLM as untrusted t…
I have been saying this for a while, the issue is there's no good way to do LLM structured queries yet. There was an attempt to make a separate system prompt buffer, but it didn't work out and people want longer general contexts but I suspect we will end up back at something like this soon.
A structured LLM query is a programming language and then you have to accept you need software engineers for sufficiently complex structured queries. This goes against everything the technocrats have been saying.