Or maybe we need to put more effort in, collect more data, build better models, until we can understand it.
I could build a cabin using basic reasoning. I can't build a skyscraper with just basic reasoning. Does that mean we shouldn't build skyscrapers? Or just that we should leave their design to someone who really put the effort into the "cognitive manageability" of it?
And really, when it gets down to it, a lot of the blatantly irrational opposition to the very idea of global warming comes from "cognitive manageability". For people who still think Sky Daddy made the world in six days and cavemen rode dinosaurs, the idea that their car is wrecking the atmosphere is beyond their "cognitive manageability", and it gets flatly rejected.
When I see the people who believe in the scientific method mostly lined up on one side of an issue, and people who reject the scientific method mostly lined up on the other side, it biases me. Which was my original point, that so many people have flipped out about.