Judging by Ringo's tweet, seems as though Paul joined Ringo in his LA studio over the weekend to work on a new song together, their first time recording together since 2010, when Paul joined Ringo on two tracks on Ringo's last album, Y Not
And from this second tweet, looks like Ringo's brother in law, Joe Walsh, will be on the new album too!