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Melanie Mitchell separates science fact from science fiction in this sweeping examination of the current state of AI and how it is remaking our worldNo recent scientific enterprise has proved as alluring, terrifying, and filled with extravagant promise and frustrating setbacks as artificial intelligence. The award-winning author Melanie Mitchell, a leading computer scientist, now reveals AI's turbulent history and the recent spate of apparent successes, grand hopes, and emerging fears surrounding it.In Artificial Intelligence, Mitchell turns to the most urgent questions concerning AI today: How intelligent-really-are the best AI programs? How do they work? What can they actually do, and when do they fail? How humanlike do we expect them to become, and how soon do we need to worry about them surpassing us? Along the way, she introduces the dominant models of modern AI and machine learning, describing cutting-edge AI programs, their human inventors, and the historical lines of thought underpinning recent achievements. She meets with fellow experts such as Douglas Hofstadter, the cognitive scientist and Pulitzer Prize-winning author of the modern classic Gödel, Escher, Bach, who explains why he is "terrified" about the future of AI. She explores the profound disconnect between the hype and the actual achievements in AI, providing a clear sense of what the field has accomplished and how much further it has to go. Interweaving stories about the science of AI and the people behind it, Artificial Intelligence brims with clear-sighted, captivating, and accessible accounts of the most interesting and provocative modern work in the field, flavored with Mitchell's humor and personal observations. This frank, lively book is an indispensable guide to understanding today's AI, its quest for "human-level" intelligence, and its impact on the future for us all.

A New York Times Editors' Pick and Paris Review Staff Pick"A wonderful book." --Patti Smith"I was riveted. Olsson is evocative on curiosity as an appetite of the mind, on the pleasure of glutting oneself on knowledge." --Parul Sehgal, The New York TimesAn eloquent blend of memoir and biography exploring the Weil siblings, math, and creative inspirationKaren Olsson's stirring and unusual third book, The Weil Conjectures, tells the story of the brilliant Weil siblings-Simone, a philosopher, mystic, and social activist, and André, an influential mathematician-while also recalling the years Olsson spent studying math. As she delves into the lives of these two singular French thinkers, she grapples with their intellectual obsessions and rekindles one of her own. For Olsson, as a math major in college and a writer now, it's the odd detours that lead to discovery, to moments of insight. Thus The Weil Conjectures-an elegant blend of biography and memoir and a meditation on the creative life.Personal, revealing, and approachable, The Weil Conjectures eloquently explores math as it relates to intellectual history, and shows how sometimes the most inexplicable pursuits turn out to be the most rewarding.

An autobiographical novel about growing up gay in a working-class town in Picardy."Every morning in the bathroom I would repeat the same phrase to myself over and over again . . . Today I'm really gonna be a tough guy." Growing up in a poor village in northern France, all Eddy Bellegueule wanted was to be a man in the eyes of his family and neighbors. But from childhood, he was different-"girlish," intellectually precocious, and attracted to other men.Already translated into twenty-nine languages, The End of Eddy captures the violence and desperation of life in a French factory town. It is also a sensitive, universal portrait of boyhood and sexual awakening. Like Karl Ove Knausgaard or Edmund White, Édouard Louis writes from his own undisguised experience, but he writes with an openness and a compassionate intelligence that are all his own. The result-a critical and popular triumph-has made him the most celebrated French writer of his generation.

Alix Kates Shulman's Memoirs of an Ex-Prom Queen created a profound impact on the cultural landscape when it was originally published in 1972. A sardonic portrayal of one white, middle-class, Midwestern girl's coming-of-age, the novel takes a wry and prescient look at a range of experiences treated at the time as taboo but which were ultimately accepted as matters of major political significance: sexual harassment, job discrimination, the sexual double standard, rape, abortion restrictions, the double binds of marriage and motherhood, and the frantic quest for beauty. The book went on to sell more than a million copies and is regarded today as a classic, one of the first and best pieces of fiction born of the women's liberation movement. With many of its concerns still with us today, this witty and devastating novel continues to resonate with readers, and Sasha Davis has proved herself a prom queen for the ages.

New Yorker book critic and award-winning author James Wood delivers a novel of a family struggling to connect with one another and find meaning in their own lives. In the years since his daughter Vanessa moved to America to become a professor of philosophy, Alan Querry has never been to visit. He has been too busy at home in northern England, holding together his business as a successful property developer. His younger daughter, Helen-a music executive in London-hasn't gone, either, and the two sisters, close but competitive, have never quite recovered from their parents' bitter divorce and the early death of their mother. But when Vanessa's new boyfriend sends word that she has fallen into a severe depression and that he's worried for her safety, Alan and Helen fly to New York and take the train to Saratoga Springs.Over the course of six wintry days in upstate New York, the Querry family begins to struggle with the questions that animate this profound and searching novel: Why do some people find living so much harder than others? Is happiness a skill that might be learned or a cruel accident of birth? Is reflection conducive to happiness or an obstacle to it? If, as a favorite philosopher of Helen's puts it, "the only serious enterprise is living," how should we live? Rich in subtle human insight, full of poignant and often funny portraits, and vivid with a sense of place, James Wood's Upstate is a powerful, intense, beautiful novel.

A sweeping reexamination of the Founding Father who transformed the United States in each of his political "lives"-as a revolutionary thinker, as a partisan political strategist, and as a president"In order to understand America and its Constitution, it is necessary to understand James Madison."-Walter Isaacson, #1 New York Times bestselling author of Leonardo da VinciOver the course of his life, James Madison changed the United States three times: First, he designed the Constitution, led the struggle for its adoption and ratification, then drafted the Bill of Rights. As an older, cannier politician he co-founded the original Republican party, setting the course of American political partisanship. Finally, having pioneered a foreign policy based on economic sanctions, he took the United States into a high-risk conflict, becoming the first wartime president and, despite the odds, winning.Now Noah Feldman offers an intriguing portrait of this elusive genius and the constitutional republic he created-and how both evolved to meet unforeseen challenges. Madison hoped to eradicate partisanship yet found himself giving voice to, and institutionalizing, the political divide. Madison's lifelong loyalty to Thomas Jefferson led to an irrevocable break with George Washington, hero of the American Revolution. Madison closely collaborated with Alexander Hamilton on the Federalist papers-yet their different visions for the United States left them enemies.Alliances defined Madison, too. The vivacious Dolley Madison used her social and political talents to win her husband new supporters in Washington-and define the diplomatic customs of the capital's society. Madison's relationship with James Monroe, a mixture of friendship and rivalry, shaped his presidency and the outcome of the War of 1812.We may be more familiar with other Founding Fathers, but the United States today is in many ways Madisonian in nature. Madison predicted that foreign threats would justify the curtailment of civil liberties. He feared economic inequality and the power of financial markets over politics, believing that government by the people demanded resistance to wealth. Madison was the first Founding Father to recognize the importance of public opinion, and the first to understand that the media could function as a safeguard to liberty.The Three Lives of James Madison is an illuminating biography of the man whose creativity and tenacity gave us America's distinctive form of government. His collaborations, struggles, and contradictions define the United States to this day.

My Guru and His Disciple is a sweetly modest and honest portrait of Isherwood's spiritual instructor, Swami Prabhavananda, the Hindu priest who guided Isherwood for some thirty years. It is also a book about the often amusing and sometimes painful counterpoint between worldliness and holiness in Isherwood's own life. Sexual sprees, all-night drinking bouts, a fast car ride with Greta Garbo, scriptwriting conferences at MGM, intellectual sparring sessions with Berthold Brecht alternated with nights of fasting at the Vedanta Center, a six-month period of celibacy and sobriety, and the pious drudgery of translating (in collaboration with the Swami) the Bhagavad-Gita. Seldom has a single man been owed with such strong drives toward both sensuality and spirituality, abandon and discipline; out of the passionate dialectic between these drives, My Guru and His Disciple has been written.

Best known for The Berlin Stories-the inspiration for the Tony and Academy Award-winning musical Cabaret-Christopher Isherwood (1904-1986) was a major figure in twentieth-century fiction and the gay rights movement. Where Joy Resides is the perfect introduction to the author's essential writings.This collection presents two complete novels, Prater Violet and A Single Man; episodes from three other novels, Goodbye to Berlin, Down There on a Visit, and Lions and Shadows; along with excerpts from Isherwood's nonfiction works, Exhumations, Kathleen and Frank, and My Guru and His Disciple.

A decisive key to help grasp some of the essential points of what is happening around us. The ninth part of Roberto Calasso's masterwork, The Unnamable Present, is closely connected with themes of the first book, The Ruin of Kasch (originally published in 1983, and reissued by FSG in a new translation). But while Kasch is an enlightened exploration of modernity, The Unnamable Present propels us into the twenty first century.Tourists, terrorists, secularists, fundamentalists, hackers, transhumanists, algorithmicians: these are all tribes that inhabit the unnamable present and act on its nervous system. This is a world that seems to have no living past, but was foreshadowed in the period between 1933 and 1945, when everything appeared bent on self-annihilation. The Unnamable Present is a meditation on the obscure and ubiquitous process of transformation happening today in all societies, which makes so many previous names either inadequate or misleading or a parody of what they used to mean.Translated with sensitivity by Calasso's longtime translator, Richard Dixon, The Unnamable Present is a strikingly original and provocative vision of our times, from the writer The Paris Review called "a literary institution of one."

A lucid, moving view into an often obscured part of our world, exploring notions of democracy, identity, and the resilience of the human spiritIn the wake of losing her beloved grandfather, Delphine Minoui decided to visit Iran for the first time since the revolution. It was 1998. She was twenty-two and a freshly minted journalist. She would stay for ten years.Quickly absorbed into the everyday life of the city, Minoui attends secret dance parties that are raided by the morality police and dines in the home of a young couple active in the Basij-the fearsome militia. She befriends veteran journalists battling government censorship, imprisoned student poets, and her own grandmother (a woman who is discovering the world of international affairs through her contraband satellite TV).And so it is all the more crushing when the political situation falters. Minoui joins street protests teeming with students hungry for change and is interrogated by the secret police; she sees a mirrored rise in the love of country-the yearning patriotism of the left, the militant nationalism of the right. Friends disappear; others may be tracking her movements. She finds love, loses her press credentials, marries, and is separated from her husband by erupting global conflict. Through it all, her love for Iran and its people deepens. In her family's past she discovers a mission that will shape her entire future.Framed as a letter to her grandfather and filled with disarming characters in momentous times, I'm Writing You from Tehran is a remarkable blend of global history, family memoir, and the making of a reporter, told by someone both insider and outsider-a child of the diaspora who is a world-class political journalist.

"Poetic, insightful, and deeply moving. David Means is one of my very favorite writers." -Tara Westover, author of EducatedFollowing the publication of his widely acclaimed, Man Booker-nominated novel Hystopia, David Means here returns to his signature form: the short story. Thanks to his four previous story collections, Means has won himself an international reputation as one of the most innovative short fiction writers working today: an "established master of the form." (Laura Miller, The Guardian). Instructions for a Funeral-featuring work from The New Yorker, Harper's, The Paris Review, and VICE-finds Means branching out beyond the explorations of violence and trauma with which he is often identified, prominently displaying his sly humor and his inimitable way of telling tales that deliciously wind up to punch the reader in the heart. With each story Means pushes into new territory, writing with tenderness and compassion about fatherhood, marriage, a homeless brother, the nature of addiction, and the death of a friend at the hands of a serial-killer nurse. Means transmutes a fistfight in Sacramento into a tender, life-long love story; two FBI agents on a stakeout in the 1920s into a tale of predator and prey, paternal urges and loss; a man's funeral instructions into a chronicle of organized crime, real estate ventures, and the destructive force of paranoia.Means's work has earned him comparisons to Flannery O'Connor, Alice Munro, Sherwood Anderson, Denis Johnson, Edgar Allan Poe, Anton Chekhov, and Raymond Carver but his place in the American literary landscape is fully and originally his own."David Means is a master of tense, distilled, quintessentially American prose. Like any artist who has finely honed his talent to its strongest expression he is a brilliant craftsman whose achievement is to appear unstudied, even casual . . . Each story by Means which I have read is unlike the others, unexpected and an unnerving delight." -Joyce Carol Oates

A New York Times Book Review Editors' Choice. A 2019 NPR Staff Pick."Malcolm is always worth reading; it can be instructive to see how much satisfying craft she brings to even the most trivial article." --Phillip Lopate, TLSJanet Malcolm's previous collection, Forty-One False Starts: Essays on Artists and Writers, was "unmistakably the work of a master" (The New York Times Book Review). Like Forty-One False Starts, Nobody's Looking at You brings together previously uncompiled pieces, mainly from The New Yorker and The New York Review of Books.The title piece of this wonderfully eclectic collection is a profile of the fashion designer Eileen Fisher, whose mother often said to her, "Nobody's looking at you." But in every piece in this volume, Malcolm looks closely and with impunity at a broad range of subjects, from Donald Trump's TV nemesis Rachel Maddow, to the stiletto-heel-wearing pianist Yuju Wang, to "the big-league game" of Supreme Court confirmation hearings. In an essay called "Socks," the Pevears are seen as the "sort of asteroid [that] has hit the safe world of Russian Literature in English translation," and in "Dreams and Anna Karenina," the focus is Tolstoy, "one of literature's greatest masters of manipulative techniques." Nobody's Looking at You concludes with "Pandora's Click," a brief, cautionary piece about e-mail etiquette that was written in the early two thousands, and that reverberates-albeit painfully-to this day.

An "extraordinary" (The Sunday Times) debut of unnerving beauty, Chris Power's short story collection Mothers evokes the magic and despair of the essential human longing for purpose.Chris Power's stories are peopled by men and women who find themselves at crossroads or dead ends-characters who search without knowing what they seek. Their paths lead them to thresholds, bridges, rivers, and sites of mysterious, irresistible connection to the past. A woman uses her mother's old travel guide, aged years beyond relevance, to navigate on a journey to nowhere; a stand-up comic with writer's block performs a fateful gig at a cocaine-fueled bachelor party; on holiday in Greece, a father must confront the limits to which he can keep his daughters safe. Braided throughout is the story of Eva, a daughter, wife, and mother, whose search for a self and place of belonging tracks a devastating path through generations.Ranging from remote English moors to an ancient Swedish burial ground to a hedonistic Mexican wedding, the stories in Mothers lay bare the emotional and psychic damage of life, love, and abandonment. Suffused with yearning, Power's transcendent prose expresses a profound ache for vanished pasts and uncertain futures.

From the author of How Should a Person Be? ("one of the most talked-about books of the year"-Time Magazine) and the New York Times Bestseller Women in Clothes comes a daring novel about whether to have children.In Motherhood, Sheila Heti asks what is gained and what is lost when a woman becomes a mother, treating the most consequential decision of early adulthood with the candor, originality, and humor that have won Heti international acclaim and made How Should A Person Be? required reading for a generation.In her late thirties, when her friends are asking when they will become mothers, the narrator of Heti's intimate and urgent novel considers whether she will do so at all. In a narrative spanning several years, casting among the influence of her peers, partner, and her duties to her forbearers, she struggles to make a wise and moral choice. After seeking guidance from philosophy, her body, mysticism, and chance, she discovers her answer much closer to home.Motherhood is a courageous, keenly felt, and starkly original novel that will surely spark lively conversations about womanhood, parenthood, and about how-and for whom-to live.

"In this warm, wise, and witty overview, Jonathan Rauch combines evidence and experience to show his fellow adults that the best is yet to come." -Steven Pinker, bestselling author of Enlightenment NowThis book will change your life by showing you how life changes.Why does happiness get harder in your 40s? Why do you feel in a slump when you're successful? Where does this malaise come from? And, most importantly, will it ever end?Drawing on cutting-edge research, award-winning journalist Jonathan Rauch answers all these questions. He shows that from our 20s into our 40s, happiness follows a U-shaped trajectory, a "happiness curve," declining from the optimism of youth into what's often a long, low slump in middle age, before starting to rise again in our 50s.This isn't a midlife crisis, though. Rauch reveals that this slump is instead a natural stage of life-and an essential one. By shifting priorities away from competition and toward compassion, it equips you with new tools for wisdom and gratitude to win the third period of life. And Rauch can testify to this personally because it was his own slump, despite acclaim as a journalist and commentator that compelled him to investigate the happiness curve. His own story and the stories of many others from all walks of life-from a steelworker and a limo driver to a telecoms executive and a philanthropist-show how the ordeal of midlife malaise reboots our values and even our brains for a rebirth of gratitude. Full of insights and data and featuring many ways to endure the slump and avoid its perils and traps, The Happiness Curve doesn't just show you the dark forest of midlife, it helps you find a path through the trees. It also demonstrates how we can-and why we must-do more to help each other through the woods. Midlife is a journey we mustn't walk alone.