Machine Learning And Human Intelligence
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Machine Learning And Human Intelligence
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Author : Rosemary Luckin
language : en
Publisher: UCL Institute of Education Press (University College London Institute of Education Press)
Release Date : 2018
Machine Learning And Human Intelligence written by Rosemary Luckin and has been published by UCL Institute of Education Press (University College London Institute of Education Press) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018 with Artificial intelligence categories.
Intelligence is at the heart of what makes us human, but the methods we use for identifying, talking about and valuing human intelligence are impoverished. We invest artificial intelligence (AI) with qualities it does not have and, in so doing, risk losing the capacity for education to pass on the emotional, collaborative, sensory and self-effective aspects of human intelligence that define us. To address this, Rosemary Luckin--leading expert in the application of AI in education - proposes a framework for understanding the complexity of human intelligence. She identifies the comparative limitation of AI when analyzed using the same framework, and offers clear-sighted recommendations for how educators can draw on what AI does best to nurture and expand our human capabilities.
Ai And Developing Human Intelligence
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Author : John Senior
language : en
Publisher: Routledge
Release Date : 2021-09-16
Ai And Developing Human Intelligence written by John Senior and has been published by Routledge this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-16 with Education categories.
As the relationship between AI machines and humans develops, we ask what it will mean to be an intelligent learner in an emerging, socio-dynamic learningscape. The need for a new global view of intelligence and education is the core discussion of this future-focussed collection of ideas, questions, and activities for learners to explore. This fascinating guide offers activities to understand what needs to be changed in our educations systems and our view of intelligence. As well as exploring AI, HI, the future of learning and caring for all learners, this book addresses fundamental questions such as: How do we educate ourselves for an increasingly uncertain future? What is the purpose of intelligence? How can a curriculum focussing on human curiosity and creativity be created? Who are we and what are we becoming? What will we invent now that AI exists? AI and Developing Human Intelligence will interest you, inform you, and empower your understanding of "intelligence" and where we are going on the next part of our journey in understanding what it is to be human now and tomorrow.
Artificial Intelligence Human Intelligence An Indissoluble Nexus
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Author : Richard J Wallace
language : en
Publisher: World Scientific
Release Date : 2021-03-02
Artificial Intelligence Human Intelligence An Indissoluble Nexus written by Richard J Wallace and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-03-02 with Computers categories.
This book presents a novel view of intelligence, and of the relationship between machine intelligence and human beings. From this perspective, machine intelligence is viewed as an artificial aid to human intelligence, and the two are seen to form a 'seamless web'.Having established this new perspective on intelligence, the book highlights some basic deficiencies of unaided human intelligence through case studies to show how human beings are capable of destroying existing intelligence networks as well as how they fail to recognize that such intelligence networks are needed. In many such cases, along with the other aspects of the problem, there is also a failure of discourse: bad arguments and the like dominate the discourse, and crucial aspects of the situation are overlooked or glossed over.The book then lays out a proposal on how to deal with this kind of problem — one that relies heavily on techniques developed in AI. This is done in the form of a new kind of grand challenge for AI, involving software monitors that are applied to discourse on major issues. All this is in keeping with the perspective on intelligence and AI presented in this book.
Artificial Intelligence And Human Evolution
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Author : Ameet Joshi
language : en
Publisher:
Release Date : 2023
Artificial Intelligence And Human Evolution written by Ameet Joshi and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023 with categories.
This book explores, from a high level, the parallels between the evolution of humans and the evolution of machines. The book reviews practical questions about the future of AI but also engages in philosophical discussions about what machine intelligence could mean for the human experience. The book focuses on what is intelligence and what separates intelligent species from non-so-intelligent ones. It concludes this section with the description of true nature of human intelligence can be. We discuss how we looked at machines few hundred years back and how their definition and the expectations from them has changed over time. We will consider when and how machines became intelligent and then explore in depth he latest developments in artificial intelligence with explanation of deep learning technology and humanlike chat interface provided with products like ChatGPT. We will define both human intelligence and artificial intelligence and the distinction between the two. In the third and final section of the book, we will focus on near- and longer-term futures with widespread use of machine intelligence, making the whole ambient environment that we will live in intelligent How is this going to change human lives, and what parts of human life will be encroached with machines and their intelligence? We will explore how the job market will look with some jobs being taken by machines, and if this is overall a positive or negative change. What You Will Learn How human intelligence is connected with artificial intelligence as well as the differences How AI is going to change our lives in the coming years, decades and centuries An explanation of deep learning technology and humanlike chat interface provided with products like ChatGPT Who This Book is For Readers looking to contextualize the evolution of artificial intelligence in human history.
Augmented Intelligence
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Author : Judith Hurwitz
language : en
Publisher: CRC Press
Release Date : 2019-12-06
Augmented Intelligence written by Judith Hurwitz and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-12-06 with Computers categories.
The AI revolution is moving at a breakneck speed. Organizations are beginning to invest in innovative ways to monetize their data through the use of artificial intelligence. Businesses need to understand the reality of AI. To be successful, it is imperative that organizations understand that augmented intelligence is the secret to success. Augmented Intelligence: The Business Power of Human–Machine Collaboration is about the process of combining human and machine intelligence. This book provides business leaders and AI data experts with an understanding of the value of augmented intelligence and its ability to help win competitive markets. This book focuses on the requirement to clearly manage the foundational data used for augmented intelligence. It focuses on the risks of improper data use and delves into the ethics and governance of data in the era of augmented intelligence. In this book, we explore the difference between weak augmentation that is based on automating well understood processes and strong augmentation that is designed to rethink business processes through the inclusion of data, AI and machine learning. What experts are saying about Augmented Intelligence "The book you are about to read is of great importance because we increasingly rely on machine learning and AI. Therefore, it is critical that we understand the ability to create an environment in which businesses can have the tools to understand data from a holistic perspective. What is imperative is to be able to make better decisions based on an understanding of the behavior and thinking of our customers so that we can take the best next action. This book provides a clear understanding of the impact of augmented intelligence on both society and business."—Tsvi Gal, Managing Director, Enterprise Technology and Services, Morgan Stanley "Our mission has always been to help clients apply AI to better predict and shape future outcomes, empower higher value work, and automate how work gets done. I have always said, ’AI will not replace managers, but managers who use AI will replace managers who don't.’ This book delves into the real value that AI promises, to augment existing human intelligence, and in the process, dispels some of the myths around AI and its intended purpose."—Rob Thomas, General Manager, Data and AI, IBM
The Myth Of Artificial Intelligence
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Author : Erik J. Larson
language : en
Publisher: Belknap Press
Release Date : 2021-04-06
The Myth Of Artificial Intelligence written by Erik J. Larson and has been published by Belknap Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-06 with Computers categories.
“Exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it.” —John Horgan “If you want to know about AI, read this book...It shows how a supposedly futuristic reverence for Artificial Intelligence retards progress when it denigrates our most irreplaceable resource for any future progress: our own human intelligence.” —Peter Thiel Ever since Alan Turing, AI enthusiasts have equated artificial intelligence with human intelligence. A computer scientist working at the forefront of natural language processing, Erik Larson takes us on a tour of the landscape of AI to reveal why this is a profound mistake. AI works on inductive reasoning, crunching data sets to predict outcomes. But humans don’t correlate data sets. We make conjectures, informed by context and experience. And we haven’t a clue how to program that kind of intuitive reasoning, which lies at the heart of common sense. Futurists insist AI will soon eclipse the capacities of the most gifted mind, but Larson shows how far we are from superintelligence—and what it would take to get there. “Larson worries that we’re making two mistakes at once, defining human intelligence down while overestimating what AI is likely to achieve...Another concern is learned passivity: our tendency to assume that AI will solve problems and our failure, as a result, to cultivate human ingenuity.” —David A. Shaywitz, Wall Street Journal “A convincing case that artificial general intelligence—machine-based intelligence that matches our own—is beyond the capacity of algorithmic machine learning because there is a mismatch between how humans and machines know what they know.” —Sue Halpern, New York Review of Books
On The Human In Human Artificial Intelligence Interaction
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Author : Stefano Triberti
language : en
Publisher: Frontiers Media SA
Release Date : 2022-02-10
On The Human In Human Artificial Intelligence Interaction written by Stefano Triberti and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-02-10 with Science categories.
Artificial Intelligence And Machine Learning
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Author : Jeff MC Frockman
language : en
Publisher: Independently Published
Release Date : 2019-11-14
Artificial Intelligence And Machine Learning written by Jeff MC Frockman and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-14 with categories.
If you are interested in learning about artificial intelligence and machine learning or investing in these technological innovations, then ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING: AI Superpowers and Human+Machine A Visionary Revolution in Finance, Medicine and Business. Find Out Top Influent People of the Era With A Modern Approach, is the book that you have been waiting for. Although artificial intelligence and machine learning algorithms have been here with us for long, the ability to apply big data and make mathematical calculations even faster is a recent phenomenon. This book enlightens you on how the two technological developments have been able to speed up the process of economic growth and career advancement. To that end, this book provides an in-depth overview of artificial intelligence and machine learning, highlighting their historical development and application in various fields including finance, business, and medicine. It covers how artificial intelligence interacts with human intelligence, including the possible partnerships between humans and machines and how each influences the other. People can utilize so much from artificial intelligence and machine learning to improve their lives and enhance their productivity. An interesting concept covered in this book is the AI superpowers across the world, and how they impact the development of AI today and possibly in the future. These include Amit Singhal of Uber, Andrew Ng of Baidu, Elon Musk of SpaceX, and Tesla, among others. Artificial intelligence and machine learning are important tools that can promote development through enhanced production in various fields, including finance, medicine, business, and air. This is why you will learn how to invest in artificial intelligence, the possible benefits, and risks associated with the technology. Inside this book, you will find: Understanding of the definition, goals, advantages, and relationship of artificial intelligence and machine learning An overview of the relationship between artificial intelligence and human intelligence An outline of the key technology behind the Human-Machine Interface An overview of AI superpowers and AI key players An understanding of the 10 most influential people and their contribution to AI development And many more...
What Makes You Clever
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Author : Derek Partridge
language : en
Publisher: World Scientific
Release Date : 2014
What Makes You Clever written by Derek Partridge and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014 with Computers categories.
From Black Holes and Big Bangs to the Higgs boson and the infinitesimal building blocks of all matter, modern science has been spectacularly successful, with one glaring exception OCo intelligence. Intelligence still remains as one of the greatest mysteries in science. How do you chat so effortlessly? How do you remember, and why do you forget? From a basis of ten maxims What Makes You Clever explains the difficulties as well as the persuasive and persistent over-estimations of progress in Artificial Intelligence. Computers have transformed our lives, and will continue to do so for many years to come. But ever since the Turing Test proposed in 1950 up to IBM''s Deep Blue computer that won the second six-game match against world champion Garry Kasparov, the science of artificial intelligence has struggled to make progress. The reader''s expertise is engaged to probe human language, machine learning, neural computing, holistic systems and emergent phenomenon. What Makes You Clever reveals the difficulties that scientists grapple with in their efforts to understand your cleverness, and points to possible ways forward. Contents: A Singular Enigma; Scanning for Gold; Are Brainwaves All They''re Cracked Up to Be?; Whole Parts of Minds; Meaningful Principles OCo The Search Continues; Holism, An Unholy Problem; Hoping for a Knee Up Soon; Self-Organizing Systems; The Knowledge Web; Learning Systems OCo Climbing Lost and Blindfold; Hot Technologies OCo The Doomed and the Dubious; Mind Recursion; Ultra-Intelligence; Semantic Mirages; Hopeware Science; The Glass is Half Full. Readership: General public.
Machine Learning For Health Informatics
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Author : Andreas Holzinger
language : en
Publisher: Springer
Release Date : 2016-12-09
Machine Learning For Health Informatics written by Andreas Holzinger and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-12-09 with Computers categories.
Machine learning (ML) is the fastest growing field in computer science, and Health Informatics (HI) is amongst the greatest application challenges, providing future benefits in improved medical diagnoses, disease analyses, and pharmaceutical development. However, successful ML for HI needs a concerted effort, fostering integrative research between experts ranging from diverse disciplines from data science to visualization. Tackling complex challenges needs both disciplinary excellence and cross-disciplinary networking without any boundaries. Following the HCI-KDD approach, in combining the best of two worlds, it is aimed to support human intelligence with machine intelligence. This state-of-the-art survey is an output of the international HCI-KDD expert network and features 22 carefully selected and peer-reviewed chapters on hot topics in machine learning for health informatics; they discuss open problems and future challenges in order to stimulate further research and international progress in this field.