Olsen heads to the Middle East for the grand opening of a luxury hotel in Dubai. Plus: Joel & Nicole, Madonna, Beyoncé and more

IT'S ELEMENTARY

It's just another day of crime fighting for Robert Downey Jr. on the U.K. set of Sherlock Holmes, which continued filming Wednesday in Liverpool.