Despite existing counter-trends in which the regular preparation of sustainable products is valued as a social event, it is becoming increasingly apparent that the current prevailing conditions are causing some people to turn away from cooking. Sometimes the impression arises that, from the perspective of the group of people concerned, the kitchen is increasingly mutating into a “sterile place” that has little to offer apart from undesirable work and the associated loss of time. Is this the case? In this context, can current developments in AI research provide assistance and inspiration that can provide a realistic prospect of reintroducing seemingly unreachable individuals to food preparation and, in the best-case scenario, even give them pleasure and enjoyment in this productive activity?