When he saw that earlier settlers had built a town on the eastern shore of the Bosphorus , he decided they must have been blind themselves to overlook the advantages of an easily defensible point across the water , and founded Byzantium there , on the site now occupied by Topkap ? ? Palace .
The site where Byzantium was founded is now home to a football stadium .