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https://pwning.systems/posts/llm-memory-program-analysis/
Obviously, telling an LLM that something is wrong does not necessarily mean that it will stop believing all of the things that depended on it :)
I initially started looking into memory systems because I wanted to make LLMs more useful for complex vulnerability research and reduce this type of hallucination