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The aim of this article is to demonstrate that the application of the principle of subsidiarity to European regulation of compensation for damage attributable to artificial intelligence requires more than adjustments to fault-based liability, with the necessary creation of compensation funds for injuries caused by high-risk artificial intelligence systems. The conclusion is supported by an analysis of the relationship between the innovation principle and the precautionary principle in the regulation of artificial intelligence and by the specific features of this emerging digital technology.