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aetherspawntoday at 12:30 PM3 repliesview on HN

Say I had $1000, how do I get the best value for money to discover vulnerabilities? Are there any worthwhile LLM powered services that are turnkey and ready to go?


Replies

ben_wtoday at 12:48 PM

From what I've heard, every LLM before Mythos (which you can't get, they'll call you if you're big enough) will have far too many false positives to be helpful, so I guess the best option would be to use an agent to help you (not lights-off vibe coding!*) take advantage of all the older tools like valgrind and closing all the compiler warnings?

* I presume I'm not the only one to find the agents tasked with adding unit tests will sometimes try to sneak through "open source code and apply regex to confirm presence or absence of specific string literal".

They can speed you up significantly, but you absolutely do need to pay attention to what they produce.

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embedding-shapetoday at 12:53 PM

Not sure about turnkey solutions for finding vulnerabilities that doesn't involve having to hand over a bunch of identity proofs for them to store on their insecure infra and also enrolling in programs.

Besides that, hiring a beefy GPU instance at Vast.ai or similar places then running your own uncensored models on it, I've had great success with AEON-7/Qwen3.6-27B-AEON-Ultimate-Uncensored-NVFP4, smart + uncensored, but there are lots of options, probably some are already tailored for security research.