Well, most people seem to forget that if you are looking for correlations among N variables, you can't compare each pair with the same standards as if you only had 2 variables. (Remember the recent article about neuroscience papers? Same thing.)

So the damned lie of statistics is pretty subtle, you just have to omit the number of variables you actually looked at when you present your data.