What happens to the food the chefs cook on their TV shows at food network?

No. They film in film studiOS with specialy designed kitchens. :)

Actually, Some do. Ina Garten films in her own home, Paula Deen films in her own home, and Giada De Laurentis films in different homes of people in the LA area.