The Algorithms
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When Will The Machines Start Predicting Bestsellers?

In November, Knopf bought a 900-page debut novel by Garth Risk Hallberg for almost $2 million. It’s a tremendous gamble, regardless of the book’s quality, if one that many publishers were happy to make: more than 10 houses bid more than $1 million, according to the Times. Predicting a novel’s fate in the commercial or critical marketplace is a fool’s gambit, as indicated both by works like the first Harry Potter novel, which was repeatedly rejected before becoming, well, Harry Potter, and by expensive flops like Charles Frazier’s Thirteen Moons. The novelist Curtis Sittenfeld said, "People think publishing is a business, but it’s a casino."

But what if publishers [...]