The sensitivity of Nash equilibrium to strategic and informational details presents a difficulty in applying it to games which are not fully specified. Structurally-robust Nash equilibria are less sensitive to such details. Moreover, they arise naturally in important classes of games that have many semi-anonymous players. The paper describes this condition and its implications.