I will present recent developments of exoplanet atmospheric dynamics based on state-of-the-art Global Circulation Models and will discuss basic assumptions performed previously in this field, in terms of radiative transfer treatment and of chemistry. I will show the importance of treating consistently non equilibrium chemistry in these atmospheres. I will also present a scenario to explain the radius inflation of hot Jupiters, providing a robust mechanism to explain this puzzle.