Today’s "machine-learning" systems, trained by data, are so effective that we’ve invited them to see and hear for us?and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem.Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole?and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands.The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software.In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story.The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.

    And with astonishing verve, Heath Hardage Lee has chronicled their little-known story — a profile of courage that spotlights 1960s-era military wives who forge secret codes with bravery, chutzpah and style. Honestly, I couldn’t put it down."— Beth Macy, author of Dopesick and Factory ManThe true story of the fierce band of women who battled Washington—and Hanoi—to bring their husbands home from the jungles of Vietnam.On February 12, 1973, one hundred and fifteen men who, just six years earlier, had been high flying Navy and Air Force pilots, shuffled, limped, or were carried off a huge military transport plane at Clark Air Base in the Philippines. These American servicemen had endured years of brutal torture, kept shackled and starving in solitary confinement, in rat-infested, mosquito-laden prisons, the worst of which was The Hanoi Hilton.Months later, the first Vietnam POWs to return home would learn that their rescuers were their wives, a group of women that included Jane Denton, Sybil Stockdale, Louise Mulligan, Andrea Rander, Phyllis Galanti, and Helene Knapp. These women, who formed The National League of Families, would never have called themselves “feminists,” but they had become the POW and MIAs most fervent advocates, going to extraordinary lengths to facilitate their husbands’ freedom—and to account for missing military men—by relentlessly lobbying government leaders, conducting a savvy media campaign, conducting covert meetings with antiwar activists, most astonishingly, helping to code secret letters to their imprisoned husbands.In a page-turning work of narrative non-fiction, Heath Hardage Lee tells the story of these remarkable women for the first time in The League of Wives, a book certain to be on everyone’s must-read list.

    Now, from her front-row perch on the day’s events, Gladstone brings her genius for making insightful, unexpected connections to help us understand what she calls—and what so many of us can acknowledge having—“trouble with reality.” Reality, as she shows us, was never what we thought it was—there is always a bubble, people are always subjective and prey to stereotypes. And that makes reality actually more vulnerable than we ever thought. Enter Donald J. Trump and his team of advisors. For them, as she writes, lying is the point. The more blatant the lie, the easier it is to hijack reality and assert power over the truth. Drawing on writers as diverse as Hannah Arendt, Walter Lippmann, Philip K. Dick, and Jonathan Swift, she dissects this strategy, straight out of the authoritarian playbook, and shows how the Trump team mastered it, down to the five types of tweets that Trump uses to distort our notions of what’s real and what’s not. And she offers hope. There is meaningful action, a time-tested treatment for moral panic. And there is also the inevitable reckoning. History tells us we can count on it. Brief and bracing, The Trouble with Reality shows exactly why so many of us didn’t see it coming, and how we can recover both our belief in reality—and our sanity.

    At twenty-two, Cornelia had escaped Nashville's debutante scene for a fresh start as a flight instructor in Hawaii. She and her student were in the middle of their lesson when the bombs began to fall, and they barely made it back to ground that morning. Still, when the U.S. Army Air Forces put out a call for women pilots to aid the war effort, Cornelia was one of the first to respond. She became one of just over 1,100 women from across the nation to make it through the Army's rigorous selection process and earn her silver wings.In The Women with Silver Wings, historian Katherine Sharp Landdeck introduces us to these young women as they meet even-tempered, methodical Nancy Love and demanding visionary Jacqueline Cochran, the trailblazing pilots who first envisioned sending American women into the air, and whose rivalry would define the Women Airforce Service Pilots. For women like Cornelia, it was a chance to serve their country--and to prove that women aviators were just as skilled and able as men.While not authorized to serve in combat, the WASP helped train male pilots for service abroad and ferried bombers and pursuits across the country. Thirty-eight of them would not survive the war. But even taking into account these tragic losses, Love and Cochran's social experiment seemed to be a resounding success--until, with the tides of war turning and fewer male pilots needed in Europe, Congress clipped the women's wings. The program was disbanded, the women sent home. But the bonds they'd forged never failed, and over the next few decades, they came together to fight for recognition as the military veterans they were--and for their place in history.

    immigration system?When Aida Hernandez was born in 1987 in Agua Prieta, Mexico, the nearby U.S. border was little more than a worn-down fence. Eight years later, Aida's mother took her and her siblings to live in Douglas, Arizona. By then, the border had become one of the most heavily policed sites in America.Undocumented, Aida fought to make her way. She learned English, watched Friends, and, after having a baby at sixteen, dreamed of teaching dance and moving with her son to New York City. But life had other plans. Following a misstep that led to her deportation, Aida found herself in a Mexican city marked by violence, in a country that was not hers. To get back to the United States and reunite with her son, she embarked on a harrowing journey. The daughter of a rebel hero from the mountains of Chihuahua, Aida has a genius for survival--but returning to the United States was just the beginning of her quest.Taking us into detention centers, immigration courts, and the inner lives of Aida and other daring characters, The Death and Life of Aida Hernandez reveals the human consequences of militarizing what was once a more forgiving border. With emotional force and narrative suspense, Aaron Bobrow-Strain brings us into the heart of a violently unequal America. He also shows us that the heroes of our current immigration wars are less likely to be perfect paragons of virtue than complex, flawed human beings who deserve justice and empathy all the same.

    Nadia Owusu grew up all over the world—from Rome and London to Dar-es-Salaam and Kampala. When her mother abandoned her when she was two years old, the rejection caused Nadia to be confused about her identity. Even after her father died when she was thirteen and she was raised by her stepmother, she was unable to come to terms with who she was since she still felt motherless and alone. When Nadia went to university in America when she was eighteen she still felt as if she had so many competing personas that she couldn’t keep track of them all without cracking under the pressure of trying to hold herself together. A powerful coming-of-age story that explores timely and universal themes of identity, Aftershocks follows Nadia’s life as she hauls herself out of the wreckage and begins to understand that the only ground firm enough to count on is the one she writes into existence.

    A few (identities disguised) come from the author’s own clinical encounters.  Every scenario is followed by a brief reflection of how various modern thought leaders (ethicists, philosophers, courts, political commentators, research scientists, and medical professionals) have addressed the underlying issues.

    Through Chasten’s joyful, witty social media posts, the public gained a behind-the-scenes look at his life with Pete on the trail—moments that might have ranged from the mundane to the surprising, but that were always heartfelt.Chasten has overcome a multitude of obstacles to get here. In this moving, uplifting memoir, he recounts his journey to finding acceptance as a gay man. He recalls his upbringing in rural Michigan, where he knew he was different, where indeed he felt different from his father and brothers. He recounts his coming out and how he’s healed from revealing his secret to his family, friends, community, and the world. And he tells the story of meeting his boyfriend, whom he would marry and who would eventually become a major Democratic leader.With unflinching honesty, unflappable courage, and great warmth, Chasten Buttigieg relays his experience of growing up in America and embracing his true self, while inspiring others to do the same.

    So do our politicians.We're not listening.And no one is listening to us.Despite living in a world where technology allows constant digital communication and opportunities to connect, it seems no one is really listening or even knows how. And it’s making us lonelier, more isolated, and less tolerant than ever before. A listener by trade, New York Times contributor Kate Murphy wanted to know how we got here.In this always illuminating and often humorous deep dive, Murphy explains why we’re not listening, what it’s doing to us, and how we can reverse the trend. She makes accessible the psychology, neuroscience, and sociology of listening while also introducing us to some of the best listeners out there (including a CIA agent, focus group moderator, bartender, radio producer, and top furniture salesman). It’s time to stop talking and start listening.

    And the success tore them apart. Walt Disney and Ub Iwerks’s friendship is a story of betrayal, love, war, money, power, tragedy, intrigue, humor, despair, and hope. You’ll love them both—when you don’t want to drop anvils on their heads. Discover the men behind the mouse, and the mystery behind the magic. A Mouse Divided is a stirring depiction of two underdogs. One invented Mickey Mouse—and one said he did. You’ll love Walt Disney more than you ever thought possible—until you don’t. And you’ll sympathize with Walt’s friend-turned-rival Ub Iwerks, always in Walt’s shadow. This true story of how the Disney empire was made is a captivating page-turner, endlessly fascinating and revealing. And it’s never been fully told—until now.

    These women infiltrated the all-male domain of Disney Studios and used early technologies to create the rich artwork and iconic storylines that would reach millions of viewers across generations. Over the decades--while battling sexism, domestic abuse, and workplace harassment--these women also fought to influence the way female characters are depicted to young audiences.Based on extensive interviews and exclusive access to archival and personal documents, The Queens of Animation tells the story of their vital contribution to Disney's golden age and their continued impact on animated filmmaking, culminating in the record-shattering Frozen, Disney's first female-directed full-length feature film.

    Writing about a huge variety of subjects, we have Martha Mosse and Alice Stride on how they became feminists, Amy Annette addressing the body politic, Samira Shackle on having her eyes opened in a hostel for survivors of acid attacks in Islamabad, while Maysa Haque thinks about the way Islam has informed her feminism and Isabel Adomakoh Young insists that women don't have to be perfect. There are twelve other performers, politicians and writers who include Jade Anouka, Emily Benn, Abigail Matson-Phippard, Hajar Wright and Jinan Younis.Is the word feminist still to be shunned? Is feminism still thought of as anti-men rather than pro-human? Is this generation of feminists - outspoken, funny and focused - the best we've had for long while? Has the internet given them a voice and power previously unknown?Rachel Holmes' most recent book is Eleanor Marx: A Life; Victoria Pepe is a literary scout; Amy Annette is a comedy producer currently working on festivals including Latitude; Alice Stride works for Women's Aid and Martha Mosse is a freelance producer and artist.

    Among them: a successful, first generation Chinese immigrant musician suffering sexual dysfunction; a young woman whose father abandoned her at age nine with her younger siblings in an isolated cottage in the depth of winter; and a glamorous workaholic whose narcissistic, negligent mother greeted her each morning of her childhood with Good morning, Monster.Each patient presents a mystery, one that will only be unpacked over years. They seek Gildiner's help to overcome an immediate challenge in their lives, but discover that the source of their suffering has been long buried.As in such recent classics as The Glass Castle and Educated, each patient embodies self-reflection, stoicism, perseverance, and forgiveness as they work unflinchingly to face the truth. Gildiner's account of her journeys with them is moving, insightful, and sometimes very funny. Good Morning Monster offers an almost novelistic, behind-the-scenes look into the therapist's office, illustrating how the process can heal even the most unimaginable wounds.

    An ambitious, hardworking consultant in her late twenties, she's used to a lifetime of nearly perfect evaluations - until she gets a terrible performance review from her boss. How is that possible when Riley does everything her clients want - including answering emails 24/7 - faster than they expect it?That's precisely the problem: she's spread too thin. Despite her insane hours and attention to detail, Riley can't produce the thoughtful work her clients expect. Now she's been given thirty days to close a major deal, or she's out. Meanwhile, her personal life is also on the edge of disaster, with her boyfriend and close friends losing patience with her chronic unavailability.The last thing Riley wants, at a stressful time like this, is to attend a women's leadership retreat with some of her colleagues. But she can't get out of her commitment: a weekend in New Jersey at some silly-sounding place called Juliet's School of Possibilities.Yet before long, Riley is surprised to find herself intrigued by Juliet, the lifestyle maven who hosts the conference. How does a single mother of two run a successful business while acting as if she has all the time in the world? The answer may lie in one of Juliet's Zen-like comments: "Expectations are infinite. Time is finite. You are always choosing. Choose well."By the end of this story, you'll join Riley in rethinking the balance between your present and your future, between the things you have to do and the things you want to do. Like Riley, you can free yourself from feeling overwhelmed and pursue your highest possibilities.

    Armstrong writes about her experience as one of only a few people to participate in an experimental treatment for depression involving ten rounds of a chemically induced coma approximating brain death.For years, Heather B. Armstrong has alluded to her struggle with depression on her website. But in 2016, Heather found herself in the depths of a depression she just couldn’t shake, an episode darker and longer than anything she had previously experienced. This book recalls the torturous eighteen months of suicidal depression she endured and the month-long experimental study in which doctors used propofol anesthesia to quiet all brain activity for a full fifteen minutes before bringing her back from a flatline. Ten times. The experience wasn’t easy. Not for Heather or her family. But a switch was flipped, and Heather hasn’t experienced a single moment of suicidal depression since. The Valedictorian of Being Dead brings to light a groundbreaking new treatment for depression.