Horses do eat horse chestnuts (or conkers). However, they can get ill after eating raw horse chestnuts, the casings or the leaves. The nuts must be processed. Although it is unclear why these trees are called horse chestnuts, one theory is that the nuts were fed to horses when grazing was poor.
