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Which A.I. system writes the best computer code or generates the most realistic image? Right now, there’s no easy way to answer those questions.

China has produced a huge number of top A.I. engineers in recent years. New research shows that, by some measures, it has already eclipsed the United States.

Many feared that artificial intelligence would kill jobs. But hospitals, insurance companies and others are creating roles to navigate and harness the disruptive technology.