NancyLebovitz comments on Financial incentives don't get rid of bias? Prize for best answer. - Less Wrong
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When you want to get new complex behavior, there's a lot of evidence that it can be shaped with small rewards for changes which more and more closely approximate the new behavior.
This is very different from a great big reward for something which is way out there in possibility space.
This may be a variation on loss aversion-- most people aren't willing to put out a lot of effort unless they're sure of what they'll be rewarded for.