The Hopman Cup has announced its full lineup of 2019 teams, and, in a surprising change from the last two years, the United States will be represented by Serena Williams and Frances Tiafoe.

It was happening in the far-flung outpost of Perth, on the west coast of Australia, at the Hopman Cup. Thirty years after its founding, this traditionally laid-back team exhibition was making ...