They describe it like that because it's a long short-term memory recurrent neural network, which is a machine learning algorithm. How exactly were you able to

They describe it like that because it's a long short-term memory recurrent neural network, which is a machine learning algorithm. How exactly were you able to infer that they were lying and were instead using a Markov chain from a few snippets of dialogue?