This myth has been around for decades. While believing this might encourage people to strive to develop their potential – that’s a good thing, by the way – it does not make the statement true.
We use 100% of our brain. It’s just that we aren’t consciously aware of most of what it’s doing. For more, see the article in the Educationalist menu.