“AlphaGo showed anomalies and moves from a broader perspective which professional Go players described as looking like mistakes at the first sight but an intentional strategy in hindsight.”

Doesn’t matter if the data was already there if a human overlooks it. It took an AI to do something that everyone thought was a mistake at first.