edit: found this on the front page after writing this post: http://news.ycombinator.com/item?id=28980 ("All Transactions are based on Trust - Part III")
Clearly the old model isn't working though. I think the solution must be collaborative. I don't know if Thoof is it, but at least it's in the right direction.
Come to think of it, though, domain experts are often wrong too. Think about programming books, for example. I've now learned enough about several other fields to be fairly sure this problem is universal, except possibly in math. (Though even mathematicians have often been wrong in the sense of overlooking something that to later generations will seem obvious.)
Basically, you have to be a very critical reader. I doubt there's a "solution" beyond that. This is something the very smartest people struggle all their lives to get better at-- to take in all the stuff they're told, and from that figure out what's really going on.
However, it is exactly this that makes general purpose journalism and newspapers a dying breed - as a big paper, you can't afford 1000 domain experts you might only use a few times a year. But bloggers are just this - domain experts who can distribute their content widely enough to be just popular enough.