That’s not how LLMs work, and you know it. A model of weights is not a lossless compression algorithm.

piratewires.com/…/compression-prompts-gpt-hidden-…

if you’re giving an LLM free reign to all of your session tokens and security passwords, that’s on you.

There are more trade secrets than session tokens and security passwords. People want AI agents to summarize their local knowledge base and documents, then expand it with updated web searches. No passwords needed when the LLM can order the data to be exfiltrated directly.