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@rephlex00 You are confusing LLM from the rest of AI. Training an LLM would require the output of nuclear reactor. Once the model is extracted, it can and does run on a cell phone, albeit, it runs better when the processor has a special AI core.
Your cell phone use AI everyday for every thing you use it for.