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First, computers beat humans in the game of Go. Now computers are beating humans at something that might be a tad more practical: flight combat. A new AI system developed at the University of Cincinnati has soundly beaten retired U.S. Air Force Colonel Gene Lee in a high-fidelity air combat simulation. Lee, who has been training pilots since the 1980s, was shot down every time, was unable to score a single kill and said he was "surprised at how aware and reactive it was." The AI, called ALPHA, beat human pilots even when its speed, weapons, and sensor capabilities were limited.