Both the cast on and bind off need to be loose. Otherwise the scarf will start to roll into itself.

For more info see:

http://singlestitchknit.com/2012/04/07/infinity-drop-stit...

and

http://singlestitchknit.com/2012/05/02/free-pattern-infin...