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Abstract. We exploit the gap in ability between human and machine vision systems to craft a family of automatic challenges that tell human and machine users apart via graphical interfaces including Internet browsers. Turing proposed [Tur50] a method whereby human judges might validate artificial intelligence by failing to distinguish between human and machine interlocutors. Stimulated by the chat...