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The advanced capabilities of AI depend on a complex supportive and technological system—an AI ecosystem. Successfully deploying AI extends far beyond algorithm development. Technology reliability and predictability, a foundational digital capability, a skilled workforce, and ethical policies and guidelines are all required. However, most public and private organizations are woefully underinvested in the supportive structures that AI depends on. This creates a debt that must be paid up-front to allow for successful AI adoption. Taking a strategic approach to AI means investing in the AI ecosystem to pay down debt, especially investments in the workforce, and spreading bets across the AI field. Learn more about improving the AI ecosystem at https://www.csis.org/understandingAI --------------------------------------------------------------------- Subscribe to our channel: http://cs.is/2dCfTve CSIS is the world's #1 defense and national security think tank. Visit http://www.csis.org to find more of our work as we bring bipartisan solutions to the world's greatest challenges. Check out the rest of our videos here: http://cs.is/2dolqpj Follow CSIS on Twitter: / csis On Facebook: / csis.org And on Instagram: / csis