Recent innovations in the field of Artificial Intelligence raise epistemological issues regarding the nature of knowledge and the reproducibility of human intelligence, with some uncertain implications about the ambiguity of their application and their future developments. This reflection aims at bringing to light some problems related with the incipient use of these tools in the area of scientific knowledge and thinking.