Not at the time of my answer. In January 2011 it was one of the team's targets to integrate reminders and notifications. So something is coming. Not sure if text notifications will be launched immediately. I'd guess email notifications first. Read more here: http://gmailblog.blogspot
Can Google Tasks send a SMS to user when the deadline approaches?
