The Golden Nugget in Atlantic City, N.J., filed suit against the gamblers and playing card company Gemaco after 14 players collectively won $1,536,700 in 41 winning hands.

The Golden Nugget drew plenty of criticism on Tuesday after canceling a starting flight after the event had already begun. The $1,200 Goldenaire event promised a $1 million guarantee as part of ...