We are dying over how cute this couple is!!!

And when we say couple, we mean COUPLE!

What may have been speculation just a week ago now seems to be full-on confirmed with Taylor Swift and Taylor Lautner taking their relationship public again today for a shopping trip and romantic dinner.

You'll remember X17online brought you the EXCLUSIVE pix of the pair last week as they stole away for a secret night together at the Beverly Wilshire, but tonight they put their love on display! Taylor & Taylor hit up alice + olivia in Beverly Hills and then retreated to Ruth's Chris Steakhouse for a more private dinner.

Come on, give us a kiss, guys!