As a simple example, if you have a moderate number of hosts in a single security group (e.g. 200+ hosts), you can expect to have intermittent communication problems between the nodes. They used to deny this was a problem.
here's a source, since you're attacking and disbelieving everybody who doesn't love AWS: http://searchcloudcomputing.techtarget.com/news/2240203992/N...