Roy Peter Clark

“A deft, informative, and often screamingly funny primer on the ways that machine learning can (and often does) go wrong.” —Margaret Harris, Physics World “You look like a thing and I love you” is one of the best pickup lines ever…according to an artificial intelligence trained by the scientist Janelle Shane, creator of the popular blog AI Weirdness. Shane creates silly AIs that learn how to name colors of paint, create the best recipes, and even flirt (badly) with humans—all to understand the technology that governs so much of our human lives. We rely on AI every day, trusting it for matters both big and small, from unlocking our phones to hospital care. But how smart is AI really…? Shane delivers the answer to every AI question you’ve ever asked, and some you definitely haven’t—such as: How can a computer design the perfect sandwich? What does robot-generated Harry Potter fan fiction sound like? And is the world’s best Halloween costume really “vampire hog bride”? In this smart, often hilarious introduction to the most interesting science of our time, Shane shows how these machines learn, fail, and adapt—and how they reflect both the best and worst of humanity. "I can't think of a better way to learn about artificial intelligence, and I've never had so much fun along the way." —Adam Grant, New York Times bestselling author of Originals

Winner of the 2014 National Outdoor Book Awards for History/Biography Emma Gatewood told her family she was going on a walk and left her small Ohio hometown with a change of clothes and less than two hundred dollars. The next anybody heard from her, this genteel, farm-reared, 67-year-old great-grandmother had walked 800 miles along the 2,050-mile Appalachian Trail. And in September 1955, having survived a rattlesnake strike, two hurricanes, and a run-in with gangsters from Harlem, she stood atop Maine’s Mount Katahdin. There she sang the first verse of “America, the Beautiful” and proclaimed, “I said I’ll do it, and I’ve done it.” Grandma Gatewood, as the reporters called her, became the first woman to hike the entire Appalachian Trail alone, as well as the first person—man or woman—to walk it twice and three times. Gatewood became a hiking celebrity and appeared on TV and in the pages of Sports Illustrated. The public attention she brought to the little-known footpath was unprecedented. Her vocal criticism of the lousy, difficult stretches led to bolstered maintenance, and very likely saved the trail from extinction. Author Ben Montgomery was given unprecedented access to Gatewood’s own diaries, trail journals, and correspondence, and interviewed surviving family members and those she met along her hike, all to answer the question so many asked: Why did she do it? The story of Grandma Gatewood will inspire readers of all ages by illustrating the full power of human spirit and determination. Even those who know of Gatewood don’t know the full story—a story of triumph from pain, rebellion from brutality, hope from suffering.

Jack Hart, master writing coach and former managing editor of the Oregonian, has guided several Pulitzer Prize–winning narratives to publication. Since its publication in 2011, his book Storycraft has become the definitive guide to crafting narrative nonfiction. This is the book to read to learn the art of storytelling as embodied in the work of writers such as David Grann, Mary Roach, Tracy Kidder, and John McPhee. In this new edition, Hart has expanded the book’s range to delve into podcasting and has incorporated new insights from recent research into storytelling and the brain. He has also added dozens of new examples that illustrate effective narrative nonfiction. This edition of Storycraft is also paired with Wordcraft, a new incarnation of Hart’s earlier book A Writer’s Coach, now also available from Chicago.