Creating Simple Rules for Complex Decisions
Executive Summary Machines can now beat humans at complex tasks that seem tailored to the strengths of the human mind, including poker, the game of Go, and visual recognition. Yet for many high-stakes decisions that are natural candidates for automated reasoning-like those made by doctors diagnosing patients and judges setting bail-experts often favor experience and intuition over data and statistics.
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