Could you explain how the probabilities are computed for an online/essay excerpt? My understanding is that the probability for the next token is given by all pr

Could you explain how the probabilities are computed for an online/essay excerpt? My understanding is that the probability for the next token is given by all previous token. Given that online the (system + user) prompts and the possible previous turns will almost certainly not be included how can the probabilities be accurate?