Redesigning Ai

Author : Daron Acemoglu
Publisher : MIT Press
Page : 140 pages
File Size : 52,5 Mb
Release : 2021-05-25
Category : Computers
ISBN : 9781946511638

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Redesigning AI by Daron Acemoglu Pdf

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.

Author : Meletiadou, Eleni
Publisher : IGI Global
Page : 522 pages
File Size : 45,8 Mb
Release : 2023-05-15
Category : Education
ISBN : 9781668482933

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Handbook of Research on Redesigning Teaching, Learning, and Assessment in the Digital Era by Meletiadou, Eleni Pdf

Recent evolutions, such as pervasive networking and other enabling technologies, have been increasingly changing human life, knowledge acquisition, and the way works are performed and students learn. In this societal change, educational institutions must maintain their leading role. They have therefore embraced digitally enhanced learning to provide increased flexibility and access for their students. The Handbook of Research on Redesigning Teaching, Learning, and Assessment in the Digital Era provides insights into the transformation of education in the digital era and responds to the needs of learners of any context and background through relevant studies that include sound pedagogical and content knowledge. Covering key topics such as hybrid learning, media, remote learning, and social media, this major reference work is ideal for administrators, policymakers, academicians, researchers, scholars, practitioners, librarians, instructors, and students.

Author : Kence Anderson
Publisher : "O'Reilly Media, Inc."
Page : 248 pages
File Size : 51,8 Mb
Release : 2022-06-22
Category : Computers
ISBN : 9781098110727

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Designing Autonomous AI by Kence Anderson Pdf

Early rules-based artificial intelligence demonstrated intriguing decision-making capabilities but lacked perception and didn't learn. AI today, primed with machine learning perception and deep reinforcement learning capabilities, can perform superhuman decision-making for specific tasks. This book shows you how to combine the practicality of early AI with deep learning capabilities and industrial control technologies to make robust decisions in the real world. Using concrete examples, minimal theory, and a proven architectural framework, author Kence Anderson demonstrates how to teach autonomous AI explicit skills and strategies. You'll learn when and how to use and combine various AI architecture design patterns, as well as how to design advanced AI without needing to manipulate neural networks or machine learning algorithms. Students, process operators, data scientists, machine learning algorithm experts, and engineers who own and manage industrial processes can use the methodology in this book to design autonomous AI. This book examines: Differences between and limitations of automated, autonomous, and human decision-making Unique advantages of autonomous AI for real-time decision-making, with use cases How to design an autonomous AI from modular components and document your designs

Author : Kavita Sharma
Publisher : Springer Nature
Page : 159 pages
File Size : 48,7 Mb
Release : 2024-06-30
Category : Electronic
ISBN : 9789819729548

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Artificial Intelligence in Drug Development by Kavita Sharma Pdf

Author : Mila – Quebec Artificial Intelligence Institute,UNESCO
Publisher : UNESCO Publishing
Page : 356 pages
File Size : 55,9 Mb
Release : 2023-03-21
Category : Political Science
ISBN : 9789231005794

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Missing links in AI governance by Mila – Quebec Artificial Intelligence Institute,UNESCO Pdf

Author : Hans Gersbach
Publisher : Springer
Page : 248 pages
File Size : 41,5 Mb
Release : 2017-04-07
Category : Business & Economics
ISBN : 9783319534053

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Redesigning Democracy by Hans Gersbach Pdf

Could democracy do better? This book presents a vision on optimal democracies and a set of new rules to help achieve them. The monograph follows on the author’s successful book “Designing Democracy” from 2005 and further develops its ideas. While liberal democracies are the best systems of self-governance for societies, they rarely provoke great enthusiasm. Democracies have been known to fail in achieving efficient outcomes and fair distributions of wealth. Moreover, many citizens take the democratic system for granted, simply because they have yet to experience an alternative. This book argues that the potential offered by democracies has not yet been exhausted, and that optimal democracies are both the Utopia for societies and the aim that scientists should commit themselves to making a reality. Furthermore, the book suggests a number of insightful rules to improve the functioning of democracies. “We all know what to do, we just don’t know how to get re-elected after we have done it.” This famous quip by Jean-Claude Juncker perfectly encapsulates the challenge this book takes on: how to redesign our democratic institutions to overcome political short-termism and make our democracies more efficient. Several radical but highly relevant proposals are explored, ranging from long-term incentive contracts for politicians, prediction markets over the outcomes of the next election that could be useful for incentive purposes, minority voting, initiative group constitutions, and so on. All these highly innovative proposals are rigorously grounded in standard economic analysis. I highly recommend this book to anyone concerned about the state of our democracies and looking for constructive reforms. Patrick Bolton, Columbia University, USA In a time of reeling democracies, it is urgent to explore how to improve on the electoral system for the benefit of society. Hans Gersbach has developed a most innovative and thought-provoking research agenda at the intersection of political theory, social choice and mechanism design. He uncovers the potentially positive effects of political contracts between candidates and society, of new rules for agenda setting and of mechanisms compensating the minorities. Marc Fleurbaey, Princeton University, USA

Author : Denise Feldner
Publisher : Springer Nature
Page : 384 pages
File Size : 43,9 Mb
Release : 2019-12-11
Category : Science
ISBN : 9783030279578

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Redesigning Organizations by Denise Feldner Pdf

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.

Author : David R. Martinez,Bruke M. Kifle
Publisher : MIT Press
Page : 581 pages
File Size : 47,5 Mb
Release : 2024-06-11
Category : Computers
ISBN : 9780262048989

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Artificial Intelligence by David R. Martinez,Bruke M. Kifle Pdf

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

Author : Justin B. Bullock,Yu-Che Chen,Johannes Himmelreich,Valerie M. Hudson,Anton Korinek,Matthew M. Young,Baobao Zhang
Publisher : Oxford University Press
Page : 1097 pages
File Size : 55,7 Mb
Release : 2024-04-02
Category : Business & Economics
ISBN : 9780197579329

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The Oxford Handbook of AI Governance by Justin B. Bullock,Yu-Che Chen,Johannes Himmelreich,Valerie M. Hudson,Anton Korinek,Matthew M. Young,Baobao Zhang Pdf

"Book abstract: The Oxford Handbook of AI Governance examines how artificial intelligence (AI) interacts with and influences governance systems. It also examines how governance systems influence and interact with AI. The handbook spans forty-nine chapters across nine major sections. These sections are (1) Introduction and Overview, (2) Value Foundations of AI Governance, (3) Developing an AI Governance Regulatory Ecosystem, (4) Frameworks and Approaches for AI Governance, (5) Assessment and Implementation of AI Governance, (6) AI Governance from the Ground Up, (7) Economic Dimensions of AI Governance, (8) Domestic Policy Applications of AI, and (9) International Politics and AI"--

Author : Habib, Maki K.
Publisher : IGI Global
Page : 264 pages
File Size : 51,5 Mb
Release : 2019-09-15
Category : Education
ISBN : 9781522577942

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Revolutionizing Education in the Age of AI and Machine Learning by Habib, Maki K. Pdf

Artificial Intelligence (AI) serves as a catalyst for transformation in the field of digital teaching and learning by introducing novel solutions to revolutionize all dimensions of the educational process, leading to individualized learning experiences, teachers playing a greater role as mentors, and the automation of all administrative processes linked to education. AI and machine learning are already contributing to and are expected to improve the quality of the educational process by providing advantages such as personalized and interactive tutoring with the ability to adjust the content and the learning pace of each individual student while assessing their performance and providing feedback. These shifts in the educational paradigm have a profound impact on the quality and the way we live, interact with each other, and define our values. Thus, there is a need for an earnest inquiry into the cultural repercussions of this phenomenon that extends beyond superficial analyses of AI-based applications in education. Revolutionizing Education in the Age of AI and Machine Learning addresses the need for a scholarly exploration of the cultural and social impacts of the rapid expansion of artificial intelligence in the field of education including potential consequences these impacts could have on culture, social relations, and values. The content within this publication covers such topics as AI and tutoring, role of teachers, physical education and sports, interactive E-learning and virtual laboratories, adaptive curricula development, support critical thinking, and augmented intelligence and it is designed for educators, curriculum developers, instructional designers, educational software developers, education consultants, academicians, administrators, researchers, and professionals.

Author : Cui Yadong
Publisher : Springer Nature
Page : 490 pages
File Size : 49,8 Mb
Release : 2024-06-30
Category : Electronic
ISBN : 9789819710607

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Blue Book on AI and Rule of Law in the World (2022) by Cui Yadong Pdf

Author : Song Gao,Yingjie Hu,Wenwen Li
Publisher : CRC Press
Page : 469 pages
File Size : 54,8 Mb
Release : 2023-12-29
Category : Technology & Engineering
ISBN : 9781003814924

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Handbook of Geospatial Artificial Intelligence by Song Gao,Yingjie Hu,Wenwen Li Pdf

This comprehensive handbook covers Geospatial Artificial Intelligence (GeoAI), which is the integration of geospatial studies and AI machine (deep) learning and knowledge graph technologies. It explains key fundamental concepts, methods, models, and technologies of GeoAI, and discusses the recent advances, research tools, and applications that range from environmental observation and social sensing to natural disaster responses. As the first single volume on this fast-emerging domain, Handbook of Geospatial Artificial Intelligence is an excellent resource for educators, students, researchers, and practitioners utilizing GeoAI in fields such as information science, environment and natural resources, geosciences, and geography. Features Provides systematic introductions and discussions of GeoAI theory, methods, technologies, applications, and future perspectives Covers a wide range of GeoAI applications and case studies in practice Offers supplementary materials such as data, programming code, tools, and case studies Discusses the recent developments of GeoAI methods and tools Includes contributions written by top experts in cutting-edge GeoAI topics This book is intended for upper-level undergraduate and graduate students from different disciplines and those taking GIS courses in geography or computer sciences as well as software engineers, geospatial industry engineers, GIS professionals in non-governmental organizations, and federal/state agencies who use GIS and want to learn more about GeoAI advances and applications.

Author : Jean-Marie Laborde
Publisher : Springer Science & Business Media
Page : 285 pages
File Size : 43,7 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642609275

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Intelligent Learning Environments: The Case of Geometry by Jean-Marie Laborde Pdf

This book is a thoroughly revised result, updated to mid-1995, of the NATO Advanced Research Workshop on "Intelligent Learning Environments: the case of geometry", held in Grenoble, France, November 13-16, 1989. The main aim of the workshop was to foster exchanges among researchers who were concerned with the design of intelligent learning environments for geometry. The problem of student modelling was chosen as a central theme of the workshop, insofar as geometry cannot be reduced to procedural knowledge and because the significance of its complexity makes it of interest for intelligent tutoring system (ITS) development. The workshop centred around the following themes: modelling the knowledge domain, modelling student knowledge, design ing "didactic interaction", and learner control. This book contains revised versions of the papers presented at the workshop. All of the chapters that follow have been written by participants at the workshop. Each formed the basis for a scheduled presentation and discussion. Many are suggestive of research directions that will be carried out in the future. There are four main issues running through the papers presented in this book: • knowledge about geometry is not knowledge about the real world, and materialization of geometrical objects implies a reification of geometry which is amplified in the case of its implementation in a computer, since objects can be manipulated directly and relations are the results of actions (Laborde, Schumann). This aspect is well exemplified by research projects focusing on the design of geometric microworlds (Guin, Laborde).

Author : Kashif Naseer Qureshi,Thomas Newe
Publisher : CRC Press
Page : 272 pages
File Size : 42,9 Mb
Release : 2024-04-05
Category : Computers
ISBN : 9781003854272

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Artificial Intelligence of Things (AIoT) by Kashif Naseer Qureshi,Thomas Newe Pdf

This book is devoted to the new standards, technologies, and communication systems for Artificial Intelligence of Things (AIoT) networks. Smart and intelligent communication networks have gained significant attention due to the combination of AI and IoT networks to improve human and machine interfaces and enhance data processing and services. AIoT networks involve the collection of data from several devices and sensor nodes in the environment. AI can enhance these networks to make them faster, greener, smarter, and safer. Computer vision, language processing, and speech recognition are some examples of AIoT networks. Due to a large number of devices in today’s world, efficient and intelligent data processing is essential for problem-solving and decision-making. AI multiplies the value of these networks and promotes intelligence and learning capabilities, especially in homes, offices, and cities. However, several challenges have been observed in deploying AIoT networks, such as scalability, complexity, accuracy, and robustness. In addition, these networks are integrated with cloud, 5G networks, and blockchain methods for service provision. Many different solutions have been proposed to address issues related to machine and deep learning methods, ontology-based approaches, genetic algorithms, and fuzzy-based systems. This book aims to contribute to the state of the art and present current standards, technologies, and approaches for AIoT networks. This book focuses on existing solutions in AIoT network technologies, applications, services, standards, architectures, and security provisions. This book also introduces some new architectures and models for AIoT networks.

Author : Pan, Fang
Publisher : IGI Global
Page : 406 pages
File Size : 41,7 Mb
Release : 2024-02-12
Category : Language Arts & Disciplines
ISBN : 9798369308738

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AI in Language Teaching, Learning, and Assessment by Pan, Fang Pdf

The introduction of Artificial Intelligence (AI) has ignited a fervent academic discourse. AI's role is as both a powerful ally and a potential adversary in education. For instance, ChatGPT is a generative AI which mimics human conversation with impressive precision. Its capabilities span the educational spectrum, from answering questions and generating essays to composing music and coding. Yet, as with any innovation, its advent has sparked a spirited academic dialogue. AI in Language Teaching, Learning, and Assessment seeks to address these concerns with rigor and thoughtfulness. It explores the undeniable drawbacks of AI in language education and offers strategic insights into their prevention. It scrutinizes the resources and safeguards required to ensure the ethical and secure integration of AI in academic settings. This book lays out the multifaceted benefits of incorporating AI into language teaching, learning, and assessment. Its chapters dissect the transformative impact of AI on pedagogy, teaching materials, assessment methodologies, applied linguistics, and the broader landscape of language education development. This book is a valuable resource for language learners, educators, researchers, and scholars alike. It beckons to those who are keen on exploring and implementing AI in education, as well as AI developers and experts seeking to bridge the chasm between technology and language education.