The responsibility gap: Ascribing responsibility for the actions of learning automata

Traditionally, the manufacturer/operator of a machine is held (morally and legally) responsible for the consequences of its operation. Autonomous, learning machines, based on neural networks, genetic algorithms and agent architectures, create a new situation wherein the manufacturer/operator of the machine is in principle not capable of predicting the future machine behaviour anymore, and thus cannot…