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Abstract Artificial intelligence (AI) is regarded as a core driving force of global technological revolution and industrial revolution and brings profound changes to innovation itself.This article aims to provide a comprehensive panorama on innovation management under the perspective of artificial intelligence from the five theoretical perspectives of technology, system, organization, law and system.This article reviews domestic and international literature on innovation management under the perspective of artificial intelligence, systematically sorts out and makes comments on the technological innovation path, innovation policy, technological innovation model and innovation of intellectual property system in the field of AI from thetheoretical perspectives of technology, system, organization and law, respectively.Basing on the existing research, we propose and define the new technological innovation model "machine innovation", which enriches the theoretical research perspective in this field.Faced with the situation of innovation management under the perspective of artificial intelligence and the research blank on the innovation ecosystem in the field of artificial intelligence from the perspective of system, we draw 4 paths for innovation management under the perspective of artificial intelligence and prospect for future research.
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