»Artificial Creativity? A German and European Copyright Perspective on >Artificial Intelligence< Systems, their Use Cases and their Generated >Works of Art< - with a Particular Focus on Artificial Neural Networks«: >Artificial intelligence< systems and >creative< artifacts generated by them give rise to several questions with regard to German and European copyright law. Are they protected as >works of art training< of networks and their >analysis< infringe on copyright of third parties? This treatise answers these - and other - questions de lege lata and develops a novel approach towards the artifacts de lege ferenda.