When the grill is hot, brush the steaks with the olive oil and liberally coat with dry rub. Grill the steaks for about 12 to 16 minutes, turning often, for rare, 15 to 20 minutes for medium-rare (internal temperature 150 degrees F.). You can slice it open to check for doneness, too. Serve with the potatoes.