Another (hilarious) tool which demonstrates the difference in quality of lightly-trained RNNs and strongly-trained RNNs is RoboRosewater, which generates Magic: the Gathering cards using networks of varying quality/sanity, indicated by the card art: https://twitter.com/RoboRosewater