In many cases we are unable to tell who is new and who is a fake account, particularly when the user shows clear signs of understanding the community beyond the usual range of a newbie who looked things up.

What would be good to see is more groups aimed at talking to newbies. Right now we refer to The Terminal but I know they can't take on everyone.