This paper explores some epistemological problems recognized in the history of the development of artificial intelligence and the implications they may have for thinking and theorizing contemporary communication phenomena. From this, the idea of communication as a social production of meaning is questioned, and cybersemiotics, a transdisciplinary theory of communication, information, meaning, and cognition, is proposed as a conceptual alternative for thinking and theorizing about communication.