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Interesting research problem haha. I personally never ask an LLM to solve a problem end-to-end because it never satisfies me, so I ask much smaller things. Is it possible that the problem statement is too broad and that's why it didn't come up with anything?

Anyway, I mostly use it to search stuff for me, like I need to get background on something I know but don't remember the source for, so I don't really do things like these. The last one I did was to have it figure out for me why there were differing stories about Starlink capabilities for monitoring usage in Africa.