The paper discusses the principles which govern evolution, driving the mechanisms of complexification, and outlines its implications for cognition. It concludes that there exists a deeper relationship between procedural anticipation and the internal structural level of biological systems which originates complexification. The key would be anticipatory mechanisms which act on the environment to ascribe it suitable configurations. As a result, temporal irreversibility seems to be pervasive anywhere in biological systems and artificial cognitive systems.