this post was submitted on 15 Oct 2026
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Can you ensure that the llm reviewing the code will not hallucinate and, more importantly, will not fall to some prompt injection that can be within the code?
There are no guarantees in life, especially when dealing with people you've never met on the other side of the planet through the internet.
However, when an LLM finds a real bug or vulnerability, somewhat akin to an NP-hard problem, you can much more easily verify that the problem is real once it has been identified - you can do the verification with or without LLM assistance.
that is a concern, one which has been identified and is in a state of continual improvement to make less of a concern in LLM agents / harnesses. It's also not without human based precedent, with misleading comments and even obfuscated code structure leading humans to believe that code does something different than what it looks like to a casual or fast/shallow reader. The ability of LLM agents to more quickly run many actual tests of the code than a human tester is a huge advantage in determining what code actually does, and identifying rarely triggered pathways that may have concerning functionality.