AI in the Open World: Directions, Challenges, and Futures

Eric Horvitz – Artificial intelligence (AI) is at an inflection point and is poised to move into the open world and into our lives in numerous ways that will have numerous influences on people and society. While AI promises to provide great value, along with the aspirations come concerns about inadvertent costs, rough edges, and failures. Concerns include failures of automation in the open world, biased data and algorithms, opacity of reasoning, adversarial attacks on AI systems, and runaway AI. Horvitz will discuss short- and longer-term challenges and discuss studies aimed at addressing concerns, including the One Hundred Year Study on AI at Stanford University and the Partnership on AI to Benefit People and Society. Eric Horvitz is a technical fellow and director at Microsoft Research. His interests span theoretical and practical challenges in AI and he has made contributions in machine learning, perception, decision making, and human-computer interaction. More information and publications are available at http://erichorvitz.com.