Artificial intelligence (AI) can improve the timeliness and accuracy of decision making in health care. This magazine article reports on how AI use in medicine can affect diagnosis of cancers, stroke, and cardiac arrhythmia. The piece underscores that though these improvements may look impressive, human knowledge will still be necessary to achieve the full benefit of AI applications for health care improvement.