This study aims to explain how the field of artificial intelligence came to the fore in philosophy while it was a technical discipline. The main claim of the study is that with Alan Turing's the imitation game, the field of artificial intelligence has turned into a field that aims to imitate human mental capacities through language skills. Artificial intelligence is a branch of computer science that deals with producing machines or systems that produce intelligent outputs. This area; It was born interactively with the fields of logic, mathematics and engineering. It has been associated with different disciplines with the stages it has gone through after its beginning. One of these disciplines is philosophy. This study aims to make an introduction to the subject of artificial intelligence from the perspective of contemporary philosophy of mind. The fact that the subject of artificial intelligence came to the fore in the field of philosophy in the study, "Can machines think?" It is presented through Alan Turing's imitation game, which discusses the question. In this context, the philosophical beginning of artificial intelligence discussions can be based on the comparison of machines and humans over language skills. Some criticisms have been presented to the test in question. One of them is John. R. Searle's Chinese room is the argument. It is aimed to evaluate the subject of artificial intelligence from a philosophical point of view by presenting the arguments mentioned in the study.