Copyright © 2020 Red Hat, Inc. Red Hat, the Red Hat logo, and OpenShift are trademarks or registered trademarks of Red Hat, Inc. or its subsidiaries in the United States and other countries. Linux® is the registered trademark of Linus Torvalds in the U.S. and other countries. Using open source to support explainable AI in the public sector2 redhat.com Whitepaper Using open source to support explainable AI in the public sector Executive summary The public sector is about to enter into the “third wave” of artificial intelligence (AI), according to the Defense Advanced Research Projects Agency (DARPA). Agencies are preparing to move beyond “reasoning over narrowly defined problems” (the first wave) and “nuanced classification and predic- tion capabilities” (the second wave) toward “AI

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