Duke Ellington: "If it sounds good, it is good."
Sculpture professor whose class I modelled for: "Most people are going to completely ignore your work [that you spent weeks on, had your ego destroyed by peer criticism, fixed, put your soul into, etc] -- or look at it for about three seconds before moving on. If you can hold their attention longer -- if you can make them pause for an extra five seconds, and notice, or feel something, then you've succeeded." (He said this to students, not pre-acclaimed people whose work you're supposed to like because it has their name attached.)
Relatedly: If you can enrol in an art class (eg basic figurative drawing) it's a great growth experience. You'll also see what I saw: many levels of skill, an array of typical growth-paths, how artists are trained to conceive of their compositions (or of the human body), how very skilled kids can create something accurate-in-detail but totally uninteresting, and so on.
What's the difference between hearing a bunch of squealing and noise and ugly chords (=jazz) as a kid versus knowing how to play horn and wondering how jazz greats composed the atoms they did? (eg "abrupt, dramatic use of silence" by Thelonious Monk -- "how can you abruptly PAUSE?" you say) -- how a human might develop to the point (other than pure trolling) that they conceive of that composition. Not to mention a lot of technical details like what's easy/hard to do with a brush/chalk/charcoal/yarn/limestone/camera.
Certainly some people play games with an open-minded (=gullible), trusting audience (of potential buyers). http://www.youtube.com/watch?v=N0NIs1fOkQg There's still plenty of great, subtle modern art that a 10-year-old would not appreciate but a 40-year-old could.