A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. 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.

FOREWORD BY FRANCIS CHAN If we don't align with God's Word, we miss the kingdom He is establishing here on earth as it is in heaven. Once you read this book, you will understand how true alignment with God means submitting to His order so He can establish His Kingdom on earth. Even as the world grows darker and moves into the difficult events of the end times, Messianic Jewish author and Bible teacher Asher Intrater gives reason for hope, pointing to a corresponding revival with signs and wonders that emulate the Book of Acts. In this revised and updated edition, Intrater will take you on a captivating, scriptural journey to reveal what happens as the Messianic remnant is established in Israel and the international church embraces its Jewish roots. This long-awaited alignment will release an outpouring of the Holy Spirit, leading up to the second coming of Yeshua (Jesus). In addition, today Christian Arabs and Messianic Jews are being reconciled into a restored Abrahamic family of faith, demonstrating the love of God in the midst of political tension in the Middle East. You'll be inspired and challenged as you discover how this synergy within the body of believers is advancing God's eternal purpose for the kingdom of Messiah on earth with its capital in Jerusalem.

Use posture and body alignment to build strength, achieve peak performance, reduce pain, and find a new sense of confidence with celebrity manual therapist and movement coach Aaron Alexander. Good posture is about more than standing up straight: It can change your mood, alleviate pain, rid your body of stressful tension, and may be the difference between getting that raise you've wanted and attracting your ideal mate, or not. But in order to reap all those benefits, the body must be properly integrated. Celebrity movement coach and manual therapist Aaron Alexander offers a revolutionary approach to body alignment to build strength, reduce pain, and put you on a direct path to peak performance that is both fun and accessible. The Align Method centers on five daily optimizations that can be easily integrated into any workout, mindfulness practice, or daily life activity: Floor Sitting Hanging Hip-Hinging Walking Nose Breathing A truly aligned life isn't limited to sweating in a gym or stretching in a yoga studio, and Alexander provides the fundamental principles to optimize your physical and mental process in any situation. Blending Eastern philosophy with Western mechanics, The Align Method brilliantly outlines the necessary tools to leverage the power of your own senses and body language to feel more flexible and confident, and details exactly how to reshape your environment for enhanced creativity and longevity. This is the quintessential user's manual to feeling better than you ever thought possible, and looking great while you're at it!

How to align all organisational units to the organisational strategy. Amplifies the ideas in the Balanced Scorecord and Strategy Maps.

"Clear, easy-to-read presentation of the importance of posture or body alignment with respect to appearance, maintaining physical functioning, and preventing muscle and joint pain and disability particularly as one grows older. Includes postural self-assessment and over one hundred exercises in various short menus to correct and maintain proper body alignment."

Alan I. Abramowitz has emerged as a leading spokesman for the view that our current political divide is not confined to a small group of elites and activists but a key feature of the American social and cultural landscape. The polarization of the political and media elites, he argues, arose and persists because it accurately reflects the state of American society. Here, he goes further: the polarization is unique in modern U.S. history. Today’s party divide reflects an unprecedented alignment of many different divides: racial and ethnic, religious, ideological, and geographic. Abramowitz shows how the partisan alignment arose out of the breakup of the old New Deal coalition; introduces the most important difference between our current era and past eras, the rise of “negative partisanship”; explains how this phenomenon paved the way for the Trump presidency; and examines why our polarization could even grow deeper. This statistically based analysis shows that racial anxiety is by far a better predictor of support for Donald Trump than any other factor, including economic discontent.

USA Today and Wall Street Journal BestSellerAlign, part 1 of a 3-part series, shares four simple steps that transforms the way leaders lead and renew their self-confidence. Through the process Align offers, leaders develop the courage to connect with their team in a meaningful way and start winning together. Through Align, leaders will learn to create alignment within their organization and develop a culture built on employee fulfillment. It shows leaders exactly how to get there. Within Align, leaders learn how to: Foster a leadership style built on loving people Leverage their own natural gifts to become an effective leader Develop a culture built on employee fulfillment Create a company where everyone feels like their winning

It’s happened to you. You received a phone call out of the blue; or you bumped into someone who led you to a new job, a new relationship, or opportunity that totally changed your life. You probably even said, “Wow, what a coincidence I met so and so.” But did you ever stop to ask what caused that person to be right there, at that exact moment, in your path? It was Divine Alignment: the arrangement of coincidences into a pattern of alignment so astonishing they could have come only from a higher source. In this inspiring new work, SQuire Rushnell shows readers how they can navigate life’s thorniest hurdles, rediscover the deep meaning and impact of personal prayer, and develop the individual conviction and wherewithal it takes to reach their full potential and fulfill their most ambitious dreams by honoring the book’s seven easy-to-follow steps. In his charmingly avuncular and wonderfully optimistic voice, SQuire shares moving stories from his own and others’ lives to show the awesome strength inherent in what he calls God’s Positioning System, or GPS. All of us, he assures readers, can use our own personal GPS to grow more closely aligned with God to become vastly more effective, successful, and fulfilled in our relationships, careers, and everything we do. *** DIVINE ALIGNMENT offers a comprehensive approach for living our lives in harmony with God—every minute of every day—offering a whole new paradigm for understanding the mysterious connections between people and events, challenges and solutions. GPS STEP 1: Speak with the Navigator GPS STEP 2: Listen to Your Own Inner Compass GPS STEP 3: Mapping Your Destination GPS STEP 4: Unshackle Your Baggage GPS STEP 5: Step Out in Faith and Believe You’ll Arrive GPS STEP 6: Read the Signs, Recalculate, and Accelerate GPS STEP 7: Gratefully Arrive with a Full Well Within

In Authentic Alignment: How Ancient Wisdom and Modern Science Can Revitalize Your Health, Happiness and Potential, Dr. Asha Prasad redirects our concept of health from the symptomatic to the foundational. True health is more than simply the absence of pain--it is nothing less than maximizing the hidden, almost limitless potential in each of us.

Franklin provides 583 imagery exercises to improve dance technique, artistic expression and performance. More than 160 illustrations highlight the images, and the exercises can be put to use in dance movement and choreography.