why do models like ChatGPT forget things during conversations or make things up that are not true?

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why do models like ChatGPT forget things during conversations or make things up that are not true?

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About forgetting: It has a limit on the number of words it takes into account when answering. So if it has a limit of 100 words and you told him a flower is red 101 words prior to you asking about the flower, he does not “remember” the flower is red.

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