MattG comments on Examples of AI's behaving badly - Less Wrong Discussion
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I think this is analogous to what's happening here - you create better incentives, they create better ways to get around those incentives, nothing changes. I didn't know that this wasn't the common usage, as I got it from this Overcoming Bias post:
http://www.overcomingbias.com/2014/06/bias-is-a-red-queen-game.html