Here's a few suggestions about better alternatives to Science using statistics:
http://lesswrong.com/lw/1gc/frequentist_statistics_are_frequ...
http://lesswrong.com/lw/1gc/frequentist_statistics_are_frequ...
Suggestion b is both radical and very thought provoking. Which, at this point, I expect from Yudkowsky.