If the data is so insufficient that you have a hard time casting it to a reference class [...]
... then the data is most likely insufficient for reasoning in any other way. Reference class of smart people's predictions of the future performs extremely badly, even though they all had some real good inside view reasons for them.
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It seems that if there were karma transfers in place, betting against a funny picture post would be an almost guaranteed loss.
We could set up some ground rules that would exclude you specifically from starting the post, but I don't see how any rules set up in advance would prevent collusion to create the thread. Also, any karma lost for making an explicitly bad thread would be more than made up for with the 500 karma win.