Redesigning AI

Author: Daron Acemoglu
Publisher: MIT Press
ISBN: 1946511633
Category : Computers
Languages : en
Pages : 140

Book Description
A look at how new technologies can be put to use in the creation of a more just society. Artificial Intelligence (AI) is not likely to make humans redundant. Nor will it create superintelligence anytime soon. But it will make huge advances in the next two decades, revolutionize medicine, entertainment, and transport, transform jobs and markets, and vastly increase the amount of information that governments and companies have about individuals. AI for Good leads off with economist and best-selling author Daron Acemoglu, who argues that there are reasons to be concerned about these developments. AI research today pays too much attention to the technological hurtles ahead without enough attention to its disruptive effects on the fabric of society: displacing workers while failing to create new opportunities for them and threatening to undermine democratic governance itself. But the direction of AI development is not preordained. Acemoglu argues for its potential to create shared prosperity and bolster democratic freedoms. But directing it to that task will take great effort: It will require new funding and regulation, new norms and priorities for developers themselves, and regulations over new technologies and their applications. At the intersection of technology and economic justice, this book will bring together experts--economists, legal scholars, policy makers, and developers--to debate these challenges and consider what steps tech companies can do take to ensure the advancement of AI does not further diminish economic prospects of the most vulnerable groups of population.

Artificial Intelligence in Education

Author: Wayne Holmes
Publisher:
ISBN: 9781794293700
Category : Computers
Languages : en
Pages : 244

Book Description
"The landscape for education has been rapidly changing in the last years: demographic changes affecting the makeup of families, multiple school options available to children, wealth disparities, the global economy demanding new skills from workers, and continued breakthroughs in technology are some of the factors impacting education. Given these changes, how can schools continue to prepare students for the future? In a world where information is readily available online, how can schools continue to be relevant? The emergence of Artificial Intelligence (AI) has exacerbated the need to have these conversations. Its impact on education and the multiple possibilities that it offers are putting pressure on educational leaders to reformulate the school curriculum and the channels to deliver it. The book "Artificial Intelligence in Education, Promises and Implications for Teaching and Learning" by the Center for Curriculum Redesign immerses the reader in a discussion on what to teach students in the era of AI and examines how AI is already demanding much needed updates to the school curriculum, including modernizing its content, focusing on core concepts, and embedding interdisciplinary themes and competencies with the end goal of making learning more enjoyable and useful in students' lives. The second part of the book dives into the history of AI in education, its techniques and applications -including the way AI can help teachers be more effective, and finishes on a reflection about the social aspects of AI. This book is a must-read for educators and policy-makers who want to prepare schools to face the uncertainties of the future and keep them relevant." --Amada Torres, VP, Studies, Insights, and Research, National Association of Independent School (NAIS) "The rapid advances in technology in recent decades have already brought about substantial changes in education, opening up new opportunities to teach and learn anywhere anytime and providing new tools and methods to improve learning outcomes and support innovative teaching and learning.Research into artificial intelligence and machine learning in education goes back to the late 1970s. Artificial intelligence methods were generally employed in two ways: to design and facilitate interactive learning environments that would support learning by doing, and to design and implement tutoring systems by adapting instructions with respect to the students' knowledge state.But this is just the beginning. As Artificial Intelligence in Education shows, AI is increasingly used in education and learning contexts. The collision of three areas - data, computation and education - is set to have far-reaching consequences, raising fundamental questions about the nature of education: what is taught and how it is taught. Artificial Intelligence in Education is an important, if at times disturbing, contribution to the debate on AI and provides a detailed analysis on how it may affect the way teachers and students engage in education. The book describes how artificial intelligence may impact on curriculum design, on the individualisation of learning, and on assessment, offering some tantalising glimpses into the future (the end of exams, your very own lifelong learning companion) while not falling victim to tech-hype. The enormous ethical, technical and pedagogical challenges ahead are spelt out, and there is a real risk that the rapid advances in artificial intelligence products and services will outstrip education systems' capacity to understand, manage and integrate them appropriately. As the book concludes: "We can either leave it to others (the computer scientists, AI engineers and big tech companies) to decide how artificial intelligence in education unfolds, or we can engage in productive dialogue."I commend this book to anyone concerned with the future of education in a digital world." --Marc Durando, Executive Director, European Schoolnet

Redesigning Organizations

Author: Denise Feldner
Publisher: Springer Nature
ISBN: 303027957X
Category : Science
Languages : en
Pages : 400

Book Description
This book offers readers a deeper understanding of the Cyberspace, of how institutions and industries are reinventing themselves, helping them excel in the transition to a fully digitally connected global economy. Though technology plays a key part in this regard, societal acceptance is the most important underlying condition, as it poses pressing challenges that cut across companies, developers, governments and workers. The book explores the challenges and opportunities involved, current and potential future concepts, critical reflections and best practices. It addresses connected societies, new opportunities for governments, the role of trust in digital networks, and future education networks. In turn, a number of representative case studies demonstrate the current state of development in practice.

Redesigning Liberal Education

Author: William Moner
Publisher: Johns Hopkins University Press
ISBN: 1421438216
Category : Education
Languages : en
Pages : 349

Book Description
Redesigning liberal education requires both pragmatic approaches to discover what works and radical visions of what is possible. The future of liberal education in the United States, in its current form, is fraught but full of possibility. Today's institutions are struggling to maintain viability, sustain revenue, and assert value in the face of rising costs. But we should not abandon the model of pragmatic liberal learning that has made America's colleges and universities the envy of the world. Instead, Redesigning Liberal Education argues, we owe it to students to reform liberal education in ways that put broad and measurable student learning as the highest priority. Written by experts in higher education, the book is organized into two sections. The first section focuses on innovations at 13 institutions: Brown University, College of the Holy Cross, Connecticut College, Elon University, Florida International University, George Mason University, Georgetown University, Lasell College, Northeastern University, Rollins College, Smith College, Susquehanna University, and the University of Wisconsin–Green Bay. Chapters about these institutions consider the vast spectrum of opportunities and challenges currently faced by students, faculty, staff, and administrators, while also offering "radical visions" of the future of liberal education in the United States. Accompanying vision chapters written by some of the foremost leaders in higher education touch on a wide array of subjects and themes, from artificial intelligence and machines to the role that human dispositions, mindsets, resilience, and time play in how we guide students to ideas for bringing playful concepts of creativity and openness into our work. Ultimately, Redesigning Liberal Education reveals how humanizing forces, including critical thinking, collaboration, cross-cultural competencies, resilience, and empathy, can help drive our world. This uplifting collection is a celebration of the innovative work being done to achieve the promise of a valuable, engaging, and practical undergraduate liberal education. Isis Artze-Vega, Denise S. Bartell, Randy Bass, John Bodinger de Uriarte, Laurie Ann Britt-Smith, Jacquelyn Dively Brown, Phillip M. Carter, Nancy L. Chick, Michael J. Daley, Maggie Debelius, Janelle Papay Decato, Peter Felten, Ashley Finley, Dennis A. Frey Jr., Chris W. Gallagher, Evan A. Gatti, Lisa Gring-Pemble, Kristína Moss Gudrún Gunnarsdóttir, Anthony Hatcher, Toni Strollo Holbrook, Derek Lackaff, Leo Lambert, Kristin Lange, Sherry Lee Linkon, Anne M. Magro, Maud S. Mandel, Jessica Metzler, Borjana Mikic, William Moner, Phillip Motley, Matthew Pavesich, Uta G. Poiger, Rebecca Pope-Ruark, Michael Reder, Michael S. Roth, Emily Russell, Heather Russell, Ann Schenk, Michael Shanks, Susan Rundell Singer, Andrea A. Sinn, Christina Smith, Allison K. Staudinger, William M. Sullivan, Connie Svabo, Meredith Twombly, Betsy Verhoeven, David J. Voelker, Scott Windham, Mary C. Wright, Catherine Zeek

Artificial Intelligence

Author: David R. Martinez
Publisher: MIT Press
ISBN: 026237871X
Category : Computers
Languages : en
Pages : 581

Book Description
The first text to take a systems engineering approach to artificial intelligence (AI), from architecture principles to the development and deployment of AI capabilities. Most books on artificial intelligence (AI) focus on a single functional building block, such as machine learning or human-machine teaming. Artificial Intelligence takes a more holistic approach, addressing AI from the view of systems engineering. The book centers on the people-process-technology triad that is critical to successful development of AI products and services. Development starts with an AI design, based on the AI system architecture, and culminates with successful deployment of the AI capabilities. Directed toward AI developers and operational users, this accessibly written volume of the MIT Lincoln Laboratory Series can also serve as a text for undergraduate seniors and graduate-level students and as a reference book. Key features: In-depth look at modern computing technologies Systems engineering description and means to successfully undertake an AI product or service development through deployment Existing methods for applying machine learning operations (MLOps) AI system architecture including a description of each of the AI pipeline building blocks Challenges and approaches to attend to responsible AI in practice Tools to develop a strategic roadmap and techniques to foster an innovative team environment Multiple use cases that stem from the authors’ MIT classes, as well as from AI practitioners, AI project managers, early-career AI team leaders, technical executives, and entrepreneurs Exercises and Jupyter notebook examples

Competing in the Age of AI

Author: Marco Iansiti
Publisher: Harvard Business Press
ISBN: 1633697630
Category : Business & Economics
Languages : en
Pages : 181

Book Description
"a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Redesigning Higher Education Initiatives for Industry 4.0

Author: Raman, Arumugam
Publisher: IGI Global
ISBN: 1522578331
Category : Education
Languages : en
Pages : 414

Book Description
The Fourth Industrial Revolution is introducing automation technology into all major disciplines, including business, engineering, and education. Higher education institutions need to incorporate this digital transformation in order to remain competitive. Redesigning Higher Education Initiatives for Industry 4.0 is an essential reference source that discusses education strategies for human-computer interactions in an automated world and the role of education in conjunction with artificial intelligence and virtual technologies. Featuring research on topics such as e-learning, mobile devices, and artificial intelligence, this book is ideally designed for professionals, IT specialists, researchers, librarians, administrators, and educators.

Redesigning Work

Author: Lynda Gratton
Publisher: MIT Press
ISBN: 0262544989
Category : Business & Economics
Languages : en
Pages : 254

Book Description
How do we make the most of the greatest global shift in the world of work for a century and radically redesign the way we work—forever? Professor Lynda Gratton is the global thought-leader on the future of work. Drawing on thirty years of research into the technological, demographic, cultural, and societal trends that are shaping work and building on what we learned through our experiences of the pandemic, Gratton presents her innovative four-step framework for redesigning work that will help you: Understand your people and what drives performance Reimagine creative new ways to work Model and test these approaches within your organization Act and create to ensure your redesign has lasting benefits Gratton presents real-world case studies that show companies grappling with work challenges. These include the global bank HSBC, which built a multidisciplinary team to understand the employee experience; the Japanese technology company Fujitsu, which reimagined three kinds of “perfect” offices; and the Australian telecommunications company Telstra, which established new roles to coordinate work across the organization. Whether you’re working in a small team or running a multinational, Redesigning Work is the definitive book on how to transform your organization and make hybrid working work for you.

The New World of Human Resources and Employment

Author: Tony Miller
Publisher:
ISBN: 9781949443028
Category : Artificial intelligence
Languages : en
Pages : 0

Book Description
Cover -- The New World of Human Resources and Employment: How Artificial Intelligence and Process Redesign is Driving Dramatic Change -- Contents -- CHAPTER 1: What Is Artificial Intelligence and What Is Its Impact Going to Be? -- CHAPTER 2: Human Resources-On the Front Line for a Change -- CHAPTER 3: How AI and Process Redesign Will Impact on Organizational Structures and Reducing Headcount-Rightsizing Your Organization -- CHAPTER 4: Aligning HR Processes with AI-Productivity Measurement and Performance Appraisal -- CHAPTER 5: Automating Training Needs Analysis and Training Evaluation -- CHAPTER 6: Digital Footprints and How They Can be Used to Upgrade Recruitment and Succession Planning-The End of Testing? -- CHAPTER 7: Pay and Rewards -- CHAPTER 8: New Skills Needed to Manage This Massive Paradigm Shift from Traditional HR To Artificial Intelligence Focused HR -- CHAPTER 9: Useful Formula and the Productivity Dashboard -- References -- About the Author -- Index -- Ad Page -- Back Cover

Redesigning Work

Author: Lynda Gratton
Publisher: MIT Press
ISBN: 0262372924
Category : Business & Economics
Languages : en
Pages : 256