The idea is that some null hypotheses being true is actually interesting because it challenges an assumed belief. From the first paragraph of the article, the immediate feedback from the postdoc's supervisor was 'you did it wrong [because everyone knows that fish do like warmer water]'.
> It ain't what you don't know that gets you into trouble. It's what you know for sure that just ain't so.