eli5: Why does ChatpGPT give responses word-by-word, instead of the whole answer straight away?

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This goes for almost all AI language models that I’ve used.

I ask it a question, and instead of giving me a paragraph instantly, it generates a response word by word, sometimes sticking on a word for a second or two. Why can’t it just paste the entire answer straight away?

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Anonymous 0 Comments

because thats how these answers are generated, such a language model does not generate an entire paragraph of text but instead generates one word and then generates the next word that fits in with the first word it has previously generated while also trying to stay within the context of your prompt.

It helps to stop thinking about these language model AI´s as some kind of program acting like a person who writes you a response and think of it more like as a program design to make a text that feels natural to read.

Like if you were just learning a new language and trying to form a sentence, you would most likely also go word by word trying to make sure the next word fits into the sentence.

Thats also why these language models can make totally wrong answers seem like they are correct, everything is nicely put together and fits into the sentences and paragraphs but the underlying information used to generate that text can be entirely made up.

edit:

just wanna take a moment here to say these are really great discussions down here, even if we are not all in agreement theres a ton of perspective to be gained.

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