If you had a PDF reader which allowed arbitrary code execution on opening a file, would you argue the same?
You give arbitrary read/write to the LLM, right? So ransomware, causing network requests as side effects etc. could all be possible. Look at the paper to find more descriptions of what could go wrong: https://github.com/greshake/llm-security
PDF reader hack will be indeed dangerous. I've looked at your link and they suggest that LLMs will fetch random files of the internet. At the moment, no LLM will do that. Network requests are currently off limits. In the paper they seem to perform attack mainly against some library called "langchain". This library might be indeed vulnerable but it's more of a problem of this particular library.
Answering to myself as I can't edit my response any more. I've investigated a bit more and the attack as described by Greshake[1] seems to be much more realistic to me than I initially thought.
Yea that's me. It seems to be very difficult right now to get people's attention to this and make them take it seriously. On a side note, your project is also currently putting unfiltered model output straight into osascript sooooo a lot of the fancy gymnastics needed to make stuff work in the paper with only search abilities isn't required in this case.
You give arbitrary read/write to the LLM, right? So ransomware, causing network requests as side effects etc. could all be possible. Look at the paper to find more descriptions of what could go wrong: https://github.com/greshake/llm-security