Lets not forget the non Kolmogorovian notion of probability - or quantum mechanics. I personally believe that we would want to accommodate a more generalized no

Lets not forget the non Kolmogorovian notion of probability - or quantum mechanics. I personally believe that we would want to accommodate a more generalized notion of probability to significantly improve our statistical models of the world. You certainly hint at it in #3