The difference between 执著 and 固执
He/She is right. 执着 is more positive,like "persistent" or "Never give up,never surrender!"
While 固执 stands for "stubborn",you can use it to describe annoying kids who just refuse to eat carrots...something like that.
 However,sometimes (less commonly) 固执 can have positive meaning too. It really depends on the situation.