Complexity frontiers, Artificial Intelligence and Agent-Based Modeling

Complexity, in my point of view, is the key for disruptive evolutions in Data Science and Machine Learning. Approaches as the one from Edgar Morin allow us to see the world through a completely different point of view, analyzing and deconstructing commom sense, leading to a completely new epistemologic view of the world and problems. An agent-based model is a model where agents are autonomous, interact with each other, iteract, follow rules for this interaction and usually we see an emergence of phenomena, many times completely disassociated from the initial condition. The system self organizes in what is called an open system, by Bertalanffy (1950). It depends upon internal changes in the system and also on environmental changes.