I haven't gotten the feature in my GMail yet, but it's supposed to be rolling out over the next few days for everyone. I'll definitely be ditching this POP setup I'm running right now once it's available.

"Whether you read or write your email on your phone or on your desktop, changes you make to Gmail will be seen from anywhere you access your inbox."