how often is the word cat after the word though and so we can kind of conditioned on that previous token and you know use a modified version of that like look at our count table and start to handle a little bit of context so that's a bigram model by Gram language model but there's a problem of generalization here and this is where kind of counting methods eventually like hit their limit and yeah we can brute force them with all the data on the internet but at the other day they're not flexible enough so let's say you've