It sounds like someone who doesn't understand anything of music just hits random single notes and chords
It takes more musical knowledge and ability to create good music that does not rely on conventional tonality.
Dear Counterpoint: Oh, no...do you want to start another round? Best!
They may still think that it SOUNDS like somebody is doing that after you've explained it, but that doesn't matter as long as they realise that that isn't what is actually happening and understand that it has very important place in the evolution of music.
I second the laughing... seriously, that's such a pretentious thing to say. It X's out almost everyone who composed before like, 1900. And please define "conventional" tonality. I think that atonal stuff is pretty "conventional" in most music institutions, and expected. Let's not rate how good a composer is based on style, but SKILL.
If a composer of "atonal" music, for example Xenakis, says himself, that he uses stochastic methods of creating pitches and rhythm - stochastic means random - you can't blame people to hear random notes