 From these observations on different types of argumentation, a pluralistic picture emerges: argumentation, understood as the exchange of reasons to justify claims, seems to have different applications in different situations. However, it is not clear that some of the goals often attributed to argumentation such as epistemic improvement and reaching consensus can in fact be reliably achieved in many real life situations. Does this mean that argumentation is useless and futile? Not necessarily, but it may mean that engaging in argumentation will not always be the optimal response in a number of contexts.