I think the legendary Uncle Pug had a nice thread about this once upon a time (probably gone in one of the crashes).
All connections in scuba are potential failure points. In a single tank rig, you have the tank o-ring, the DIN or yoke o-ring, the internal workings of your first stage, the port plugs and hoses coming off the first stage, and the connections into the second stage. In doubles, you add a second tank o-ring, a second first stage, more port plugs, manifold o-rings, and a second valve and isolator. Although the majority of these will never fail, and if they do, are unlikely to fail in a catastrophic fashion, one can get leaks, and the more connections, the more possibilities. That's why a lot of the training for the use of double tanks involves learning to control leaks. This involves shutting valves -- which may shut the gas supply off to one set of regulators, or may simply isolate the two tanks into amounts to two singles.
I'll bet just about everybody here who dives double tanks has, at one time or another, either shut off all his gas supply, or at least shut off the gas he was breathing by mistake (or his buddy has done it). It is not a big deal if you are good at valve manipulation, AND if you stay calm. It could very easily panic somebody who had no training and hadn't experienced running out of gas since his tank was turned off in open water class.
To dive doubles WITHOUT knowing how to manipulate valves is just to dive a huge single tank with a bunch more failure points. You're probably safer with a larger, single tank (which was the point of UP's thread). So, if you do decide to use doubles, please get some training in how to use them. Manipulating valves while remaining at depth, in position, and cognizant of where your buddies are and what is going on around you usually takes quite a bit of practice. If you have difficulties with these things in a single tank, as many newer divers do, those difficulties will simply be multiplied.
It is my personal opinion, from watching people come up the training path behind me, that time spent mastering buoyancy and increasing tolerance for task-loading in a single tank results in a much smoother transition to doubles, and better technique in them comes more quickly that way. I do not believe doubles are a good solution for novice divers with gas consumption issues. Addressing the technique problems that lead to high consumption is far more productive, and if necessary, acquiring a larger single tank is an easy thing to do. You can get a larger tank AND take a class like Fundies, Essentials, or Intro to Tech for the cost of a nice set of doubles and another regulator