context: There is a better than even chance that Sumit is bored. We believe that Brian is white. It is probably the case that John dropped the milk.
hypothesis: It is almost certain that brian is white, and Sumit is bored.
valid_hypothesis: Chances are about even that brian is white, and Sumit is bored.
invalid_hypothesis: It is almost certain that brian is white, and Sumit is bored.
hypothesis_assertion: Brian is white, and Sumit is bored.