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LLMs aren’t able to actually use logic or reasoning to reach thought-out conclusions. Despite that, several startups plan on using the current systems to do serious physics research. And some physicists, including myself, have used AI chatbots like ChatGPT and Claude to write papers. The situation is changing incredibly fast. Let’s take a look at how LLMs might be improving at physics, and the current state of AI scientists.