But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear: Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions. Prediction tools increase productivity--operating machines, handling documents, communicating with customers. Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete. Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.

    The National Security Agency grew out of the legendary codebreaking programs of World War II that turned the tide of Allied victory by cracking the famed Enigma machine and other seemingly impenetrable German and Japanese codes. But things became murky in the postwar years, when our intelligence community found itself targeting not battlefield enemies, but suspected spies, foreign leaders, and even American citizens. Now Stephen Budiansky--a longtime expert in cryptology--tells the fascinating story of how the NSA came to be, and of its central, often fraught and controversial role in the major events of the Cold War, from the Korean War to the Cuban Missile Crisis to Vietnam and beyond. He also guides us through the fascinating challenges faced by cryptanalysts, and how they broke some of the most complicated codes of the twentieth century. A riveting, essential history of the underbelly of the Cold War.

    Describes the five-year, 150 million dollar project Microsoft undertook to develop an advanced PC operating system.

    on the morning of October 3, 2009, Combat Outpost Keating was viciously attacked by Taliban insurgents. The 53 U.S. troops, having been stationed at the bottom of three steep mountains, were severely outmanned by nearly 400 Taliban fighters. Though the Americans ultimately prevailed, their casualties made it one of the war's deadliest battles for U.S. forces. And after more than three years in that dangerous and vulnerable valley a mere 14 miles from the Pakistan border, the U.S. abandoned and bombed the camp. A Pentagon investigation later concluded that there was no reason for Outpost Keating to have been there in the first place.The Outpost is a tour de force of investigative journalism. Jake Tapper exposes the origins of this tragic and confounding story, exploring the history of the camp and detailing the stories of soldiers heroic and doomed, shadowed by the recklessness of their commanders in Washington, D.C. and a war built on constantly shifting sands.

    Uber had catapulted to the top of the tech world, yet for many came to symbolize everything wrong with Silicon Valley.Award-winning New York Times technology correspondent Mike Isaac’s Super Pumped presents the dramatic rise and fall of Uber, set against an era of rapid upheaval in Silicon Valley. Backed by billions in venture capital dollars and led by a brash and ambitious founder, Uber promised to revolutionize the way we move people and goods through the world. A near instant “unicorn,” Uber seemed poised to take its place next to Amazon, Apple, and Google as a technology giant.What followed would become a corporate cautionary tale about the perils of startup culture and a vivid example of how blind worship of startup founders can go wildly wrong. Isaac recounts Uber’s pitched battles with taxi unions and drivers, the company’s toxic internal culture, and the bare-knuckle tactics it devised to overcome obstacles in its quest for dominance. With billions of dollars at stake, Isaac shows how venture capitalists asserted their power and seized control of the startup as it fought its way toward its fateful IPO.Based on hundreds of interviews with current and former Uber employees, along with previously unpublished documents, Super Pumped is a page-turning story of ambition and deception, obscene wealth, and bad behavior that explores how blistering technological and financial innovation culminated in one of the most catastrophic twelve-month periods in American corporate history.

    It was the dawn of a new era in artificial intelligence: a machine capable of beating the reigning human champion at this most cerebral game. That moment was more than a century in the making, and in this breakthrough book, Kasparov reveals his astonishing side of the story for the first time. He describes how it felt to strategize against an implacable, untiring opponent with the whole world watching, and recounts the history of machine intelligence through the microcosm of chess, considered by generations of scientific pioneers to be a key to unlocking the secrets of human and machine cognition. Kasparov uses his unrivaled experience to look into the future of intelligent machines and sees it bright with possibility. As many critics decry artificial intelligence as a menace, particularly to human jobs, Kasparov shows how humanity can rise to new heights with the help of our most extraordinary creations, rather than fear them. Deep Thinking is a tightly argued case for technological progress, from the man who stood at its precipice with his own career at stake.

    In 1997, she wroteClose to the Machine, the now classic and still definitive account of life as a coder at the birth of what would be a sweeping technological, cultural, and financial revolution.The intervening twenty years has seen, among other things, the rise of the Internet, the ubiquity of once unimaginably powerful computers, and the thorough transformation of our economy and society—as Ullman’s clique of socially awkward West Coast geeks became our new elite, elevated for and insulated by a technical mastery that few could achieve.In Life in Code, Ullman presents a series of essays that unlock and explain—and don’t necessarily celebrate—how we got to now, as only she can, with a fluency and expertise that’s unusual in someone with her humanistic worldview, and with the sharp insight and brilliant prose that are uniquely her own. Life in Code is an essential text toward our understanding of the last twenty years—and the next twenty.

    It marked the beginning of Hezbollah as a political force, but even more important, it eliminated America’s most influential and effective intelligence officer in the Middle East – CIA operative Robert Ames.  What set Ames apart from his peers was his extraordinary ability to form deep, meaningful connections with key Arab intelligence figures. Some operatives relied on threats and subterfuge, but Ames worked by building friendships and emphasizing shared values – never more notably than with Yasir Arafat’s charismatic intelligence chief and heir apparent Ali Hassan Salameh (aka “The Red Prince”). Ames’ deepening relationship with Salameh held the potential for a lasting peace.  Within a few years, though, both men were killed by assassins, and America’s relations with the Arab world began heading down a path that culminated in 9/11, the War on Terror, and the current fog of mistrust. Bird, who as a child lived in the Beirut Embassy and knew Ames as a neighbor when he was twelve years old, spent years researching The Good Spy.  Not only does the book draw on hours of interviews with Ames’ widow, and quotes from hundreds of Ames’ private letters, it’s woven from interviews with scores of current and former American, Israeli, and Palestinian intelligence officers as well as other players in the Middle East “Great Game.” What emerges is a masterpiece-level narrative of the making of a CIA officer, a uniquely insightful history of twentieth-century conflict in the Middle East, and an absorbing hour-by-hour account of the Beirut Embassy bombing.  Even more impressive, Bird draws on his reporter’s skills to deliver a full dossier on the bombers and expose the shocking truth of where the attack’s mastermind resides today.

    After oil was discovered beneath their land, the Osage rode in chauffeured automobiles, built mansions, and sent their children to study in Europe.Then, one by one, they began to be killed off. One Osage woman, Mollie Burkhart, watched as her family was murdered. Her older sister was shot. Her mother was then slowly poisoned. And it was just the beginning, as more Osage began to die under mysterious circumstances.In this last remnant of the Wild West—where oilmen like J. P. Getty made their fortunes and where desperadoes such as Al Spencer, “the Phantom Terror,” roamed – virtually anyone who dared to investigate the killings were themselves murdered. As the death toll surpassed more than twenty-four Osage, the newly created F.B.I. took up the case, in what became one of the organization’s first major homicide investigations. But the bureau was then notoriously corrupt and initially bungled the case. Eventually the young director, J. Edgar Hoover, turned to a former Texas Ranger named Tom White to try to unravel the mystery. White put together an undercover team, including one of the only Native American agents in the bureau. They infiltrated the region, struggling to adopt the latest modern techniques of detection. Together with the Osage they began to expose one of the most sinister conspiracies in American history.A true-life murder mystery about one of the most monstrous crimes in American history.

    Who are these people, what motivates them, and why should you care?Consider these facts: Everything around us is turning into computers. Your typewriter is gone, replaced by a computer. Your phone has turned into a computer. So has your camera. Soon your TV will. Your car was not only designed on computers, but has more processing power in it than a room-sized mainframe did in 1970. Letters, encyclopedias, newspapers, and even your local store are being replaced by the Internet.Hackers & Painters: Big Ideas from the Computer Age, by Paul Graham, explains this world and the motivations of the people who occupy it. In clear, thoughtful prose that draws on illuminating historical examples, Graham takes readers on an unflinching exploration into what he calls “an intellectual Wild West.”The ideas discussed in this book will have a powerful and lasting impact on how we think, how we work, how we develop technology, and how we live. Topics include the importance of beauty in software design, how to make wealth, heresy and free speech, the programming language renaissance, the open-source movement, digital design, internet startups, and more.

    By combining analysis of the historical evidence with the latest psychiatric research, Ghaemi demonstrates how he thinks these qualities have produced brilliant leadership under the toughest circumstances.individuals and society at large-however high the price for those who endure these illnesses.

    So, why does conventional wisdom insist that software engineers focus primarily on the design and development of large-scale computing systems?In this collection of essays and articles, key members of Google's Site Reliability Team explain how and why their commitment to the entire lifecycle has enabled the company to successfully build, deploy, monitor, and maintain some of the largest software systems in the world. You'll learn the principles and practices that enable Google engineers to make systems more scalable, reliable, and efficient--lessons directly applicable to your organization.This book is divided into four sections: Introduction--Learn what site reliability engineering is and why it differs from conventional IT industry practicesPrinciples--Examine the patterns, behaviors, and areas of concern that influence the work of a site reliability engineer (SRE)Practices--Understand the theory and practice of an SRE's day-to-day work: building and operating large distributed computing systemsManagement--Explore Google's best practices for training, communication, and meetings that your organization can use

    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.

    This beginner-friendly book opens with some basics of programming and helps you navigate Kali Linux, an operating system that comes preloaded with useful computer security tools like Wireshark and Metasploit. You'll learn about gathering information on a target, social engineering, capturing network traffic, analyzing vulnerabilities, developing exploits, and more. Hands-on examples discuss even advanced topics like mobile device security and bypassing anti-virus software.

    Lions of Kandahar is an inside account from the unique perspective of an active-duty U.S. Army Special Forces commander, an unparalled warrior with multiple deployments to the theater who has only recently returned from combat there.Southern Afghanistan was slipping away. That was clear to then-Captain Rusty Bradley as he began his third tour of duty there in 2006. The Taliban and their allies were infiltrating everywhere, poised to reclaim Kandahar Province, their strategically vital onetime capital. To stop them, the NATO coalition launched Operation Medusa, the largest offensive in its history. The battlefield was the Panjwayi Valley, a densely packed warren of walled compounds that doubled neatly as enemy bunkers, lush orchards, and towering marijuana stands, all laced with treacherous irrigation ditches. A mass exodus of civilians heralded the carnage to come.Dispatched as a diversionary force in support of the main coalition attack, Bradley’s Special Forces A-team and two others, along with their longtime Afghan Army allies, watched from across the valley as the NATO force was quickly engulfed in a vicious counterattack. Key to relieving it and calling in effective air strikes was possession of a modest patch of high ground called Sperwan Ghar. Bradley’s small detachment assaulted the hill and, in the midst of a savage and unforgettable firefight, soon learned they were facing nearly a thousand seasoned fighters—from whom they seized an impossible victory.Now Bradley recounts the whole remarkable story as it actually happened. The blistering trek across Afghanistan’s infamous Red Desert. The eerie traces of the elusive Taliban. The close relations with the Afghan people and army, a primary mission focus. Sperwan Ghar itself: unremitting waves of fire from machine guns and rocket-propelled grenades; a targeted truck turned into an inferno; the death trap of a cut-off compound. Most important: the men, Americans and Afghans alike—the “shaky” medic with nerves of steel and a surgeon’s hands in battle; the tireless sergeant who seems to be everywhere at once; the soft-spoken intelligence officer with laser-sharp insight; the diminutive Afghan commander with a Goliath-sized heart; the cool maverick who risks all to rescue a grievously wounded comrade—each unique, all indelible in their everyday exercise of extraordinary heroism.Praise for Lions of Kandahar   “A raw and authentic war story about untamed Green Berets in action.”—Dalton Fury, New York Times bestselling author of Kill Bin Laden   “A powerful and gripping account of a battle that helped shape the war in Afghanistan . . . With crisp writing and page-turning action, Lions of Kandahar is one of the best books written about the conflict.”—Mitch Weiss, Pulitzer Prize–winning investigative journalist and co-author of Tiger Force: A True Story of Men and War   “One of the most important documents to emerge from the war in Afghanistan.”—The Seattle Times   “Powerful . . . a riveting account of a strategic battle that doesn’t glorify war or focus on heroic deeds . . . Make room on your military bookshelf for Lions of Kandahar.”—San Antonio Express-News  “Bradley takes the reader into battle.” —Time