The Alignment Problem: Machine Learning and Human Values

The Alignment Problem: Machine Learning and Human Values PDF Author: Brian Christian
Publisher: W. W. Norton & Company
ISBN: 039363583X
Category : Science
Languages : en
Pages : 459

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Book Description
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.

The Alignment Problem: Machine Learning and Human Values

The Alignment Problem: Machine Learning and Human Values PDF Author: Brian Christian
Publisher: W. W. Norton & Company
ISBN: 039363583X
Category : Science
Languages : en
Pages : 459

Get Book Here

Book Description
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.

The Most Human Human

The Most Human Human PDF Author: Brian Christian
Publisher: Anchor
ISBN: 0307476707
Category : Psychology
Languages : en
Pages : 322

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Book Description
A playful, profound book that is not only a testament to one man's efforts to be deemed more human than a computer, but also a rollicking exploration of what it means to be human in the first place. “Terrific. ... Art and science meet an engaged mind and the friction produces real fire.” —The New Yorker Each year, the AI community convenes to administer the famous (and famously controversial) Turing test, pitting sophisticated software programs against humans to determine if a computer can “think.” The machine that most often fools the judges wins the Most Human Computer Award. But there is also a prize, strange and intriguing, for the “Most Human Human.” Brian Christian—a young poet with degrees in computer science and philosophy—was chosen to participate in a recent competition. This

Alignment

Alignment PDF Author: Asher Intrater
Publisher: Charisma Media
ISBN: 1636413501
Category : Religion
Languages : en
Pages : 260

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Book Description
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.

The Align Method

The Align Method PDF Author: Aaron Alexander
Publisher: Balance
ISBN: 9781538716137
Category : Exercise
Languages : en
Pages : 0

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Book Description
"Celebrity manual therapist and movement coach Aaron Alexander shows readers how posture and body alignment are powerful tools for building strength, achieving peak performance, reducing pain, and approaching the world with a new sense of confidence."--

Total Instructional Alignment

Total Instructional Alignment PDF Author: Lisa Carter
Publisher: Solution Tree Press
ISBN: 1934009911
Category : Education
Languages : en
Pages : 139

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Book Description
This book is a teachers’ and administrators’ guide for implementing and sustaining an educational system that ensures students are taught and learn what is required by benchmarks, assessments, and state standards, and to the learning needs of each individual student. This is accomplished by providing a tight alignment between the intended, taught, and tested curricula.

True Alignment

True Alignment PDF Author: Edgar Papke
Publisher: AMACOM
ISBN: 0814433375
Category : Business & Economics
Languages : en
Pages : 276

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Book Description
It cannot be overemphasized how important it is for leaders to ensure the company’s mission is manifested in the roles, expectations, and goals of every member of the organization. Companies live or die based on their ability to communicate and deliver on the promise their brand makes to its customers. But if that message is varied, or added to, or even unknown by a single member of the team, the resulting inefficiency, conflict, and disengagement will cripple a company’s ability to provide value to its customers. True Alignment reveals the blueprint for businesses of all types and sizes for creating a company culture where everyone is aligned to the vision and strategy behind the brand intention and responsible for living out the brand promise. You will learn how to: Decipher customer expectations Define the brand as a solution to the customer's needs Turn the unique selling proposition into the mission And much more You can replace the tires on a car, but if you don’t fix the alignment, you still won’t drive straight. The same goes for your company. Nothing else matters until the entire organization is aligned.

Total Alignment

Total Alignment PDF Author: Riaz Khadem
Publisher: Entrepreneur Press
ISBN: 1613083564
Category : Business & Economics
Languages : en
Pages : 199

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Book Description
ALIGN YOUR BUSINESS FOR SUCCESS From overarching vision to individual competency scorecards, Total Alignment arms you with powerful concepts and tools to run a successful, efficient business. No matter what size or type of business you run, business strategy experts Riaz Khadem and Linda Khadem show you how to align your team and operations from the ground up and from the top down. Total Alignment is the result of innovative thinking, solid research, and thirty successful years of consulting experience with major companies. Whether your team struggles most with communication, accountability, or motivation, this book will help you inspire your organization to produce efficiently, engage in the company's vision, and hold each other accountable for solid, sustained progress. Implement these concepts and tools to gain coherence, strength, and value: • Measure and narrow alignment gaps in key areas of your business using the Alignment Survey • Plan for your company’s growth and measure it along the way with the Alignment Map • Define clear roles and responsibilities for each member of your team to ensure accountability with Accountability Assignment worksheets • Eliminate silos, inefficiencies, and redundancies with the one page management strategy • Set short- and long-term goals that add value to each branch of the company as well as the business as a whole Plus, gain access to easy-to-use templates to analyze your company’s alignment, including Business and Individual Scorecards, the Competency Worksheet, an Action Plan Commitment chart, and the Performance and Effort Indexes.

The Alignment Factor

The Alignment Factor PDF Author: Cees B.M. Van Riel
Publisher: Routledge
ISBN: 1136445463
Category : Business & Economics
Languages : en
Pages : 293

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Book Description
The importance of creating a favourable impression is hard to overstate in all walks of life - in business it's vital to achieve strategic goals. Customers, journalists, bloggers, investors, governments and other groups are all important stakeholders in an organizations performance and in persuasively communicating a company's ethical and socially responsible behaviour, these groups can be kept onside. Supported throughout by lively examples, this book contains guidance for implementing strategies that engage stakeholders - highlighting those organizations which employ communication professionals as key performers. Van Riel reveals how a dominant logic develops among executives, which influences styles and techniques of trust-building communication. The practical insights demonstrated via cases including Google, Unilever and Barclays make this book useful reading for MBA and other graduate classes across areas such as public relations and reputation management as well as thinking managers across the globe.

The Alignment Premium

The Alignment Premium PDF Author: Brian J Caldwell
Publisher: ACER Press
ISBN: 1742865038
Category : Education
Languages : en
Pages : 311

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Book Description
It is time for a new narrative on schools in Australia. The Alignment Premium proposes its major features. Analysis of approaches in 13 countries, including most of the world's top-performers, provides 15 benchmarks against which Australia's performance is assessed. Findings include:

The Alignment

The Alignment PDF Author: Kay Camden
Publisher:
ISBN: 9780991004409
Category :
Languages : en
Pages : 576

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Book Description
He's killed three men in the few days she's known him. Yes, it's self-defense. But when he tried to kill her, it wasn't. Her peaceful mountain refuge has been invaded, her inexplicable nausea linked to his physical presence. She's captive in his house for her "protection," with a churning stomach, his bad attitude, and no safe way home. All that changed the night the stars aligned. Now he's talking about ancient bloodlines and celestial alignments...and other things she only believes because of what she's seen him do. He's heading out for revenge against the family who wronged him, and he needs her help. All she has to do is ingest one homemade dissolving tablet to allow him into her mind-to train her to be just like him. The answer would be a definite no if she had anything of her world left. If she hadn't fallen in love with him. Book One of THE ALIGNMENT SERIES, a blend of modern fantasy, action, and romance.