A typical ATX power supply is a fairly well regulated supply with well known performance standards, and a high current sourcing capacity. Aside from the need for a dummy load for proper regulation, there is no problem in using it as a general purpose desk supply.
Of course, it lacks any professional bench supply features, like current limiting, variable voltage, or experimenters safety features. But as long as you don't do something stupid you will be fine.