This paper derives the asymptotic mean square error of multistep prediction for the general vector autoregressive process. For one-step-ahead prediction the result is ...

Every time a language model like GPT-4, Claude or Mistral generates a sentence, it does something deceptively simple: It picks one word at a time. This word-by-word approach is what gives ...