Quartz rounds up various explanations, including this one from an aficionado: "It's like a cappuccino, except that instead of a top layer of flavorless, airy, milky foam, it's a velvety, dense foam that is mixed evenly through the drink."
Flat whites have been popular overseas for years, with both Australia and New Zealand claiming credit for inventing the drink.