Motivated by rapidly growing number of devices connected to the network, we explore a new regime of multi-user information theory where the number users is growing simultaneously with the blocklength, referred to as many-user information theory. In the context of the many-user model, we present some preliminary results of the broadcast channel (many-broadcast) and the multiple-access channel (many-access).