
āOnce upon a time, I dreamed of being a childrenās author,ā says Selma Storey, ābut inspiration is like fairy dust. Iāve tried everything, even random word generators, but I canāt conjure a childrenās title from āleverageā and āasbestosā. Help!ā
Itās debatable whether machines can be truly creative. But theyāre certainly smart. Artificial neural nets are thinking machines modelled on the connections in our own brains. They can spot patterns within data, allowing them to predict earthquakes, steer self-driving cars and beat everyone at the board game Go.
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There are lots of open source versions you can experiment with. You just need a few lines of code and some training data. To start, I gave my neural net a list of 200 childrenās book titles, scraped from .
It got to grips with form, even if the results lacked flair. āThe Stories and the Thingsā doesnāt scream bestseller to me, and āThe Magic Magic Mole Moleā is a little repetitive.
Time to up the data set. This time I assembled 1180 titles. After a single pass, my neural net showed improvement, even if āThe Story of the Storyā was a bit recursive. After a few more passes, it was finding its own dry sense of humour, offering up āOliver and the Neverendā and āThe Fantastic Profity Monsterā ā something all publishers are no doubt looking for. Following an afternoon deep in thought, the neural net came up with āThe Adventures of Dunno and His Friendsā, āHans the Mole Brotherā and āBad Tomato Wenchā. Not bad.
In a final push, I spent a day compiling a huge data set of 3600 titles. Feeding this literary smorgasbord to the neural net, things turned sinister. It dreamed up titles like āThe Bear Made Meā, āI Want to See Christmasā and āBary Rots in Homewoldā. Still, āAvocado Babyā is sure to appeal to millennial parents.
In the end, though, a number of passes through the long list got my neural net generating just what I had hoped for: titles like āThe Mysterious Church Stairsā and āThe Adventures of the Wild Dinosaursā. With infinite writing prompts, how could you ever be lost for words again? Now, does anyone have the number for Random House?
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