The presentation highlights the importance of natural intelligence in overcoming the challenges of the energy transition. The deep and complex interactions of technical and economic aspects, as well as the security issues faced by grids in presence of renewable and distributed energy sources, require proper redsign measures that the AI big data algorithms cannot treat.distributed energy ressources requires adequate redsign actions that cannot be overcome the AI bigdata algorithms.