What exactly is the benefit of the HTML5 async attribute on script elements?

Question

I have some confusion around the new async attribute to the script element in HTML5 that I hope someone can give a clear answer to.

Browsers are capable of Parallel Conn

Answer 1

Will work:

Will not work: