Artificial Intelligence: Dealing With an Uncertain, Changing Future

Today, artificial intelligence systems approve credit card transactions, prevent fraud, trade stocks, recognize faces, discover patterns in genomic data, and help doctors interpret test results. In the future, how can we build reliable systems from components that learn, adapt, interact, and change? Are progress and reliability fundamentally incompatible?