This was actually the whole original point of Duolingo. The founder previously created Recaptcha to crowd source machine vision of scanned books.

His whole thing is crowd sourcing difficult tasks that machines struggle with by providing some sort of reason to do it (prevent spam at first and learn a language now)

From what I understand Duolingo just got too popular and the subscription service they offer made them enough money to be happy with.