It is not rocket science: With the recent breakthroughs in Artificial Intelligence, an increasing number of institutions are turning to AI to design hardware in the aerospace industry. With experts and relevant stakeholders expressing their concerns over the usage of generative design technology, how should the EU approach the application of AI in the aerospace sector?