The discussion centers on the classification of computer science, with some arguing that it is neither a science nor strictly related to computers. This perspective references Edsger Dijkstra's assertion that computer science is more abstract and not solely about physical computers, similar to how astronomy is not just about telescopes. Participants debate the relevance of hardware and software in the field, suggesting that while advanced algorithms may lean more towards mathematics, they are foundational for programming. The conversation questions the necessity of changing the term "computer science," with some asserting that it accurately reflects the study of computation, which is primarily conducted using computers. There is acknowledgment that respected figures in the field have differing views, but the consensus leans towards maintaining the current nomenclature as it encapsulates the essence of the discipline.