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I think people assume that the current LLM release cycle is similar to other software releases which is to say, MVP followed by full product. ChatGPT is an actual product though, it's not the beta version of the technology. I think the dramatic increases in the product have likely mostly happened before launch but that you're right and we will see minor improvements.