It would be interesting to see the models work on a book it hasn't been trained on yet. I guess sadly that means any book released very recently.

Definitely impressive demo, I do wonder though if the countless artwork, films, images etc produced over many decades around Lord of the Rings somewhat influenced the outcome of this though.