Great post Alikorn! I think there are some arguments that are similar to "But somebody would have noticed." that are used to discredit any unusual hypothesis and that I read already several times on LW, they are:

Regarding conspiracy theories:

1. "If this were true some whistle blower would step forward."
2. "You are privileging the hypothesis because the prior probability of it is much to low."