When a Canadian company called Deep Genomics announced in September that it had used artificial intelligence to solve a long-standing mystery about a genetic disorder called Wilson’s disease—and, what’s more, had used another deep-learning platform to identify a potential treatment—there was a flurry of excitement in the drug development world.