The engineering sector is at a critical turning point, marked by the increasing integration of artificial intelligence (AI) that is redefining design and production paradigms. This transformation is fueled by significant technological advances such as Edge AI and Physical AI, which promise to revolutionize the market with multi-billion euro potential. However, this rapid evolution also poses regulatory and educational challenges, particularly concerning the relevance of traditional engineering degrees.