Purpose – Looking at the limits of artificial intelligence (AI) and controlling based on complexity and systemtheoretical deliberations, the authors aimed to derive a future outlook of the possible applications and provide insights into a future complementary of human–machine information processing. Derived from these examples, the authors propose a research agenda in five areas to further the field