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Create with small, known corpus. Test things we know are true and things we know aren't true.
Create with large corpus. Present with selections from corpus.
Create some metric for evaluating prediction score. Words guessed immediately should give more points than after 1 letter. Guesses after 3 or more letters should rank poorly.