Nothing happens if you remember that your new capacity limit per DC supply is 50% of the actual limit, and you're 100% confident that either of your supplies can seamlessly handle their load suddenly increasing by 100%.
I've seen more than one failure in a DC where they wired it up as you described, had a whole power side fail, followed by the other side promptly also failing because it couldn't handle the sudden new load placed on it.