What Really Goes On At a Furries Convention. It's a convention for people who are anything but conventional. They call themselves âfurries,â and they gather by the hundreds wearing cartoon-animal costumes. A photo was taken at a convention in Pittsburgh called âAnthrocon,â and can you believe more than 1,300 people showed up wearing furry costumes.