From Alphago To Alphafold

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From AlphaGo to AlphaFold

Author : StoryBuddiesPlay
Publisher : StoryBuddiesPlay
ISBN 13 :
Total Pages : 64 pages
Book Rating : 4./5 ( download)

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Book Synopsis From AlphaGo to AlphaFold by : StoryBuddiesPlay

Download or read book From AlphaGo to AlphaFold written by StoryBuddiesPlay and published by StoryBuddiesPlay. This book was released on 2024-06-28 with total page 64 pages. Available in PDF, EPUB and Kindle. Book excerpt: Unveiling the mysteries of intelligence, DeepMind is at the forefront of artificial intelligence (AI) advancements. This book chronicles DeepMind's remarkable journey, from its early days conquering complex games like Go to its groundbreaking achievements in protein folding with AlphaFold. Witness how DeepMind leverages Deep Learning and Reinforcement Learning to tackle real-world challenges in healthcare, resource management, and climate change. Dive into the ethical considerations surrounding AI and explore DeepMind's commitment to responsible development. This book is your comprehensive guide to DeepMind's impact on the ever-evolving landscape of AI and its potential to shape the future. artificial intelligence, AI, DeepMind, AlphaGo, AlphaFold, protein folding, deep learning, reinforcement learning, machine learning, healthcare, resource management, climate change, ethics of AI, future of AI

AI for Humanity

Author : Andeed Ma
Publisher : John Wiley & Sons
ISBN 13 : 1394180306
Total Pages : 310 pages
Book Rating : 4.3/5 (941 download)

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Book Synopsis AI for Humanity by : Andeed Ma

Download or read book AI for Humanity written by Andeed Ma and published by John Wiley & Sons. This book was released on 2024-06-04 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Capture the value of cutting-edge AI while mitigating its most salient risks AI For Humanity: Building a Sustainable AI for the Future delivers an incisive and timely discussion of how to design, build, and implement cutting-edge AI in for-profit firms and other organizations in a responsible, sustainable, and ethical way. The book walks you through the three pillars of human-focused AI development—governance, technology, and commercialization—and dives deep into each one, showing you how to create AI products and services that better humanity and advance universally held values. You'll find methodologies and frameworks that mitigate against some of the most profound and unsettling risks of unchecked artificial intelligence development, and roadmaps to help you avoid the numerous pitfalls and traps awaiting unsuspecting companies, managers, and executives. You'll also discover: Real-world case studies, from companies including SAP, Huawei, and Tencent, demonstrating the actual dilemmas and questions firms face when developing and implementing this extraordinary tech Actionable commitments you can make to help ensure you and your company avoid the ethical and reputational risks associated with AI Strategies for AI product and service development consistent with sustainable growth Perfect for managers, executives, directors, and other business leaders with a stake in responsible artificial intelligence design, development, and implementation, AI For Humanity will also interest regulators, academics, thought leaders, and policy makers doing their best to capture AI's substantial potential value while mitigating its most serious risks.

From Deep Learning to Rational Machines

Author : Cameron J. Buckner
Publisher : Oxford University Press
ISBN 13 : 0197653308
Total Pages : 441 pages
Book Rating : 4.1/5 (976 download)

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Book Synopsis From Deep Learning to Rational Machines by : Cameron J. Buckner

Download or read book From Deep Learning to Rational Machines written by Cameron J. Buckner and published by Oxford University Press. This book was released on 2023 with total page 441 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book provides a framework for thinking about foundational philosophical questions surrounding machine learning as an approach to artificial intelligence. Specifically, it links recent breakthroughs in deep learning to classical empiricist philosophy of mind. In recent assessments of deep learning's current capabilities and future potential, prominent scientists have cited historical figures from the perennial philosophical debate between nativism and empiricism, which primarily concerns the origins of abstract knowledge. These empiricists were generally faculty psychologists; that is, they argued that the active engagement of general psychological faculties-such as perception, memory, imagination, attention, and empathy-enables rational agents to extract abstract knowledge from sensory experience. This book explains a number of recent attempts to model roles attributed to these faculties in deep neural network based artificial agents by appeal to the faculty psychology of philosophers such as Aristotle, Ibn Sina (Avicenna), John Locke David Hume, William James, and Sophie de Grouchy. It illustrates the utility of this interdisciplinary connection by showing how it can provide benefits to both philosophy and computer science: computer scientists can continue to mine the history of philosophy for ideas and aspirational targets to hit on the way to more robustly rational artificial agents, and philosophers can see how some of the historical empiricists' most ambitious speculations can be realized in specific computational systems"--

Human-Computer Interaction. Theory, Methods and Tools

Author : Masaaki Kurosu
Publisher : Springer Nature
ISBN 13 : 3030784622
Total Pages : 657 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Human-Computer Interaction. Theory, Methods and Tools by : Masaaki Kurosu

Download or read book Human-Computer Interaction. Theory, Methods and Tools written by Masaaki Kurosu and published by Springer Nature. This book was released on 2021-07-03 with total page 657 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three-volume set LNCS 12762, 12763, and 12764 constitutes the refereed proceedings of the Human Computer Interaction thematic area of the 23rd International Conference on Human-Computer Interaction, HCII 2021, which took place virtually in July 2021. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The 139 papers included in this HCI 2021 proceedings were organized in topical sections as follows: Part I, Theory, Methods and Tools: HCI theory, education and practice; UX evaluation methods, techniques and tools; emotional and persuasive design; and emotions and cognition in HCI Part II, Interaction Techniques and Novel Applications: Novel interaction techniques; human-robot interaction; digital wellbeing; and HCI in surgery Part III, Design and User Experience Case Studies: Design case studies; user experience and technology acceptance studies; and HCI, social distancing, information, communication and work

Science, Music, And Mathematics: The Deepest Connections (Second Edition)

Author : Michael Edgeworth Mcintyre
Publisher : World Scientific
ISBN 13 : 9811276994
Total Pages : 239 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Science, Music, And Mathematics: The Deepest Connections (Second Edition) by : Michael Edgeworth Mcintyre

Download or read book Science, Music, And Mathematics: The Deepest Connections (Second Edition) written by Michael Edgeworth Mcintyre and published by World Scientific. This book was released on 2023-08-02 with total page 239 pages. Available in PDF, EPUB and Kindle. Book excerpt: Professor Michael Edgeworth McIntyre is an eminent scientist who has also had a part-time career as a musician. In this book he offers an extraordinary synthesis, revealing the many deep connections between science, music, and mathematics. He avoids equations and technical jargon. The connections are deep in the sense of being embedded in our very nature, rooted in biological evolution over hundreds of millions of years.Michael guides us through biological evolution, perception psychology, and even unconscious science and mathematics, all the way to the scientific uncertainties about the climate crisis.He also has a message of hope for the future. Contrary to popular belief, he holds that biological evolution has given us not only the nastiest, but also the most compassionate and cooperative parts of human nature. This insight comes from recognizing that biological evolution is far more than a simple competition between selfish genes. Instead, he argues, in some ways it is more like the turbulent, eddying flow in a river or in an atmospheric jet stream, a complex process spanning a vast range of timescales.Professor McIntyre is a Fellow of the Royal Society of London (FRS) and has long been interested in how different branches of science can better communicate with each other, and with the public. His work harnesses aspects of neuroscience and psychology that point toward the deep 'lucidity principles' that underlie skilful communication, principles related to the way music works — music of any genre.This Second Edition sharpens the previous discussion of communication skills and their importance for today's great problems, ranging from the widely discussed climate crisis to the need to understand the strengths and weaknesses of artificial intelligence.

The Future of AI

Author : Maria Johnsen
Publisher : Maria Johnsen
ISBN 13 :
Total Pages : 576 pages
Book Rating : 4.3/5 (355 download)

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Book Synopsis The Future of AI by : Maria Johnsen

Download or read book The Future of AI written by Maria Johnsen and published by Maria Johnsen. This book was released on 2024-08-10 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: The future of AI book will explore the rapidly evolving landscape of artificial intelligence, examining its potential impacts on society, ethics, and technology. As we approach a new era of technological advancement, the future of AI presents both vast opportunities and significant challenges that will shape our world into the 22nd century. By 2100, AI will be deeply integrated into nearly every aspect of life, driving innovation, transforming industries, and raising crucial ethical and societal questions. In the coming decades, AI will revolutionize sectors like healthcare, agriculture, and urban development. Predictive analytics in healthcare will enhance personalized medicine and drug discovery, while AI will optimize resource management in agriculture and urban environments. Smart cities and autonomous vehicles will make urban living more efficient and sustainable. Economically, AI will disrupt traditional job patterns, creating new opportunities in fields such as AI ethics and tech entrepreneurship. However, this shift will require proactive efforts to address disparities and ensure equitable access to new opportunities. As AI becomes more advanced, ethical concerns around bias, privacy, and fairness will intensify. Developing ethical AI frameworks will be crucial to maintaining public trust and aligning AI technologies with human values. AI's role in creative industries will expand, pushing the boundaries of art and culture. The pursuit of Artificial General Intelligence (AGI) will present significant technical and philosophical challenges, including ensuring safety, ethics, and alignment with human values. Exploring AI's intersection with consciousness will raise profound questions about machine intelligence and self-awareness. AI’s potential to address global challenges like climate change will drive future advancements, helping humanity tackle pressing issues and work towards a more resilient world. As we look to 2100, AI will play a transformative role in society, from enhancing human cognition to exploring space. Our collective responsibility will be to harness AI’s potential while addressing the societal, economic, and ethical implications of these transformative technologies.

Artificial Intelligence For Science: A Deep Learning Revolution

Author : Alok Choudhary
Publisher : World Scientific
ISBN 13 : 9811265682
Total Pages : 803 pages
Book Rating : 4.8/5 (112 download)

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Book Synopsis Artificial Intelligence For Science: A Deep Learning Revolution by : Alok Choudhary

Download or read book Artificial Intelligence For Science: A Deep Learning Revolution written by Alok Choudhary and published by World Scientific. This book was released on 2023-03-21 with total page 803 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique collection introduces AI, Machine Learning (ML), and deep neural network technologies leading to scientific discovery from the datasets generated both by supercomputer simulation and by modern experimental facilities.Huge quantities of experimental data come from many sources — telescopes, satellites, gene sequencers, accelerators, and electron microscopes, including international facilities such as the Large Hadron Collider (LHC) at CERN in Geneva and the ITER Tokamak in France. These sources generate many petabytes moving to exabytes of data per year. Extracting scientific insights from these data is a major challenge for scientists, for whom the latest AI developments will be essential.The timely handbook benefits professionals, researchers, academics, and students in all fields of science and engineering as well as AI, ML, and neural networks. Further, the vision evident in this book inspires all those who influence or are influenced by scientific progress.

The New Fire

Author : Ben Buchanan
Publisher : MIT Press
ISBN 13 : 0262548488
Total Pages : 341 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis The New Fire by : Ben Buchanan

Download or read book The New Fire written by Ben Buchanan and published by MIT Press. This book was released on 2024-03-05 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI is revolutionizing the world. Here’s how democracies can come out on top. Artificial intelligence is revolutionizing the modern world. It is ubiquitous—in our homes and offices, in the present and most certainly in the future. Today, we encounter AI as our distant ancestors once encountered fire. If we manage AI well, it will become a force for good, lighting the way to many transformative inventions. If we deploy it thoughtlessly, it will advance beyond our control. If we wield it for destruction, it will fan the flames of a new kind of war, one that holds democracy in the balance. As AI policy experts Ben Buchanan and Andrew Imbrie show in The New Fire, few choices are more urgent—or more fascinating—than how we harness this technology and for what purpose. The new fire has three sparks: data, algorithms, and computing power. These components fuel viral disinformation campaigns, new hacking tools, and military weapons that once seemed like science fiction. To autocrats, AI offers the prospect of centralized control at home and asymmetric advantages in combat. It is easy to assume that democracies, bound by ethical constraints and disjointed in their approach, will be unable to keep up. But such a dystopia is hardly preordained. Combining an incisive understanding of technology with shrewd geopolitical analysis, Buchanan and Imbrie show how AI can work for democracy. With the right approach, technology need not favor tyranny.

Teaching with AI

Author : José Antonio Bowen
Publisher : JHU Press
ISBN 13 : 1421449226
Total Pages : 280 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Teaching with AI by : José Antonio Bowen

Download or read book Teaching with AI written by José Antonio Bowen and published by JHU Press. This book was released on 2024-04-30 with total page 280 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This work is the first book that describes how teachers can responsibly use generative AI in their classrooms"--

Learning to Play

Author : Aske Plaat
Publisher : Springer Nature
ISBN 13 : 3030592383
Total Pages : 330 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Learning to Play by : Aske Plaat

Download or read book Learning to Play written by Aske Plaat and published by Springer Nature. This book was released on 2020-12-23 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this textbook the author takes as inspiration recent breakthroughs in game playing to explain how and why deep reinforcement learning works. In particular he shows why two-person games of tactics and strategy fascinate scientists, programmers, and game enthusiasts and unite them in a common goal: to create artificial intelligence (AI). After an introduction to the core concepts, environment, and communities of intelligence and games, the book is organized into chapters on reinforcement learning, heuristic planning, adaptive sampling, function approximation, and self-play. The author takes a hands-on approach throughout, with Python code examples and exercises that help the reader understand how AI learns to play. He also supports the main text with detailed pointers to online machine learning frameworks, technical details for AlphaGo, notes on how to play and program Go and chess, and a comprehensive bibliography. The content is class-tested and suitable for advanced undergraduate and graduate courses on artificial intelligence and games. It's also appropriate for self-study by professionals engaged with applications of machine learning and with games development. Finally it's valuable for any reader engaged with the philosophical implications of artificial and general intelligence, games represent a modern Turing test of the power and limitations of AI.

Learning with AI

Author : Joan Monahan Watson
Publisher : JHU Press
ISBN 13 : 1421451204
Total Pages : 293 pages
Book Rating : 4.4/5 (214 download)

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Book Synopsis Learning with AI by : Joan Monahan Watson

Download or read book Learning with AI written by Joan Monahan Watson and published by JHU Press. This book was released on 2024-11-26 with total page 293 pages. Available in PDF, EPUB and Kindle. Book excerpt: "Developed for primary and secondary school teachers, this book presents a powerful overview of the evolving trends of AI in education and offers invaluable insights into what artificial intelligence can accomplish in the classroom and beyond. From interactive learning techniques to advanced assignment and assessment strategies, this comprehensive guide offers practical suggestions for integrating AI effectively into teaching and learning environments"--

Human Brain and Artificial Intelligence

Author : Yueming Wang
Publisher : Springer Nature
ISBN 13 : 9811612889
Total Pages : 163 pages
Book Rating : 4.8/5 (116 download)

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Book Synopsis Human Brain and Artificial Intelligence by : Yueming Wang

Download or read book Human Brain and Artificial Intelligence written by Yueming Wang and published by Springer Nature. This book was released on 2021-04-07 with total page 163 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second International Workshop on Human Brain and Artificial Intelligence, HBAI 2020, held in conjunction with IJCAI-PRICAI 2020, Kyoto, Japan, in January 2021. Due to the COVID-19 pandemic HBAI 2020 was held in the year 2021 and transferred into virtual format. The 11 full papers presented were carefully reviewed and selected from 12 submissions. The papers present most recent research in the fields of brain-inspired computing, brain-machine interfaces, computational neuroscience, brain-related health, neuroimaging, cognition and behavior, learning, and memory, neuron modulation, and closed-loop brain stimulation.

Machine Learning for Criminology and Crime Research

Author : Gian Maria Campedelli
Publisher : Taylor & Francis
ISBN 13 : 1000596559
Total Pages : 195 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis Machine Learning for Criminology and Crime Research by : Gian Maria Campedelli

Download or read book Machine Learning for Criminology and Crime Research written by Gian Maria Campedelli and published by Taylor & Francis. This book was released on 2022-06-09 with total page 195 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning for Criminology and Crime Research: At the Crossroads reviews the roots of the intersection between machine learning, artificial intelligence (AI), and research on crime; examines the current state of the art in this area of scholarly inquiry; and discusses future perspectives that may emerge from this relationship. As machine learning and AI approaches become increasingly pervasive, it is critical for criminology and crime research to reflect on the ways in which these paradigms could reshape the study of crime. In response, this book seeks to stimulate this discussion. The opening part is framed through a historical lens, with the first chapter dedicated to the origins of the relationship between AI and research on crime, refuting the "novelty narrative" that often surrounds this debate. The second presents a compact overview of the history of AI, further providing a nontechnical primer on machine learning. The following chapter reviews some of the most important trends in computational criminology and quantitatively characterizing publication patterns at the intersection of AI and criminology, through a network science approach. This book also looks to the future, proposing two goals and four pathways to increase the positive societal impact of algorithmic systems in research on crime. The sixth chapter provides a survey of the methods emerging from the integration of machine learning and causal inference, showcasing their promise for answering a range of critical questions. With its transdisciplinary approach, Machine Learning for Criminology and Crime Research is important reading for scholars and students in criminology, criminal justice, sociology, and economics, as well as AI, data sciences and statistics, and computer science.

Shapes of Imagination

Author : George Stiny
Publisher : MIT Press
ISBN 13 : 026254413X
Total Pages : 249 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Shapes of Imagination by : George Stiny

Download or read book Shapes of Imagination written by George Stiny and published by MIT Press. This book was released on 2022-11-15 with total page 249 pages. Available in PDF, EPUB and Kindle. Book excerpt: Visual calculating in shape grammars aligns with art and design, bridging the gap between seeing (Coleridge's “imagination”) and combinatoric play (Coleridge's “fancy”). In Shapes of Imagination, George Stiny runs visual calculating in shape grammars through art and design—incorporating Samuel Taylor Coleridge's poetic imagination and Oscar Wilde's corollary to see things as they aren't. Many assume that calculating limits art and design to suit computers, but shape grammars rely on seeing to prove otherwise. Rules that change what they see extend calculating to overtake what computers can do, in logic and with data and learning. Shape grammars bridge the divide between seeing (Coleridge's “imagination, or esemplastic power”) and combinatoric play (Coleridge's “fancy”). Stiny shows that calculating without seeing excludes art and design. Seeing is key for calculating to augment creative activity with aesthetic insight and value. Shape grammars go by appearances, in a full-fledged aesthetic enterprise for the inconstant eye; they answer the question of what calculating would be like if Turing and von Neumann were artists instead of logicians. Art and design are calculating in all their splendid detail.

Economics and Politics in the Robotic Age

Author : Qing-Ping Ma
Publisher : Cambridge Scholars Publishing
ISBN 13 : 1527546152
Total Pages : 528 pages
Book Rating : 4.5/5 (275 download)

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Book Synopsis Economics and Politics in the Robotic Age by : Qing-Ping Ma

Download or read book Economics and Politics in the Robotic Age written by Qing-Ping Ma and published by Cambridge Scholars Publishing. This book was released on 2024-01-03 with total page 528 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book shows that the rapid development of artificial intelligence (AI) and robotics is a natural consequence of the development of human society. It examines the history of production from the Stone Age to the present, progressing from the manual age to the machine age and then to the robotic age. From the perspective of economics and human physiology, this book explains how AI and robotics will reshape the economy and society, and how individuals, firms, and governments should prepare for the advent of the robotic age.

Seven Games: A Human History

Author : Oliver Roeder
Publisher : W. W. Norton & Company
ISBN 13 : 1324003782
Total Pages : 326 pages
Book Rating : 4.3/5 (24 download)

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Book Synopsis Seven Games: A Human History by : Oliver Roeder

Download or read book Seven Games: A Human History written by Oliver Roeder and published by W. W. Norton & Company. This book was released on 2022-01-25 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: A group biography of seven enduring and beloved games, and the story of why—and how—we play them. Checkers, backgammon, chess, and Go. Poker, Scrabble, and bridge. These seven games, ancient and modern, fascinate millions of people worldwide. In Seven Games, Oliver Roeder charts their origins and historical importance, the delightful arcana of their rules, and the ways their design makes them pleasurable. Roeder introduces thrilling competitors, such as evangelical minister Marion Tinsley, who across forty years lost only three games of checkers; Shusai, the Master, the last Go champion of imperial Japan, defending tradition against “modern rationalism”; and an IBM engineer who created a backgammon program so capable at self-learning that NASA used it on the space shuttle. He delves into the history and lore of each game: backgammon boards in ancient Egypt, the Indian origins of chess, how certain shells from a particular beach in Japan make the finest white Go stones. Beyond the cultural and personal stories, Roeder explores why games, seemingly trivial pastimes, speak so deeply to the human soul. He introduces an early philosopher of games, the aptly named Bernard Suits, and visits an Oxford cosmologist who has perfected a computer that can effectively play bridge, a game as complicated as human language itself. Throughout, Roeder tells the compelling story of how humans, pursuing scientific glory and competitive advantage, have invented AI programs better than any human player, and what that means for the games—and for us. Funny, fascinating, and profound, Seven Games is a story of obsession, psychology, history, and how play makes us human.

Health Care in the Information Society

Author : David Ingram
Publisher : Open Book Publishers
ISBN 13 : 1805111914
Total Pages : 341 pages
Book Rating : 4.8/5 (51 download)

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Book Synopsis Health Care in the Information Society by : David Ingram

Download or read book Health Care in the Information Society written by David Ingram and published by Open Book Publishers. This book was released on 2023-11-17 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this fascinating book David Ingram traces the history of information technology and health informatics from its pioneers in the middle of the twentieth century to its latest developments. The book is distinctive in its broad scope and coverage and as the eyewitness account of an author who became the first UK professor appointed with the mission to bridge information technology with everyday medicine, health, and care. In this role, he has been a co-founder and leader of two rapidly growing initiatives, openEHR and OpenEyes, which stem from international collaborations of universities, health services and industries. These open source and open platform technologies have struck a widely resonant chord worldwide through their focus on community interest endeavours and open access to their methods and outputs. Set against the history of extremely costly, burdensome, and serially unsuccessful top-down attempts of governments to tackle the domain, the book argues for a greater focus on shared endeavours of this kind, contributing towards a standardized care information utility that incorporates methods and resources evolved, shared, and sustained in the public domain. As information technologies are now at the very core of health care, shaping the relationship between medical services and communities, professions, organisations and industries this book is important reading for politicians, health care academics, administrators and providers, and to anybody interested in the future of health services in the digital age.