Building Machines That See Think And Act Like Humans
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Building Machines That See Think And Act Like Humans
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Author : Maria Johnsen
language : en
Publisher: Maria Johnsen
Release Date : 2025-05-30
Building Machines That See Think And Act Like Humans written by Maria Johnsen and has been published by Maria Johnsen this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-05-30 with Computers categories.
Building Machines That See, Think, and Act Like Humans Engineering Conscious Machines Through Visual Understanding Can a machine see the world as we do,and understand it with human-like intelligence? This groundbreaking book tackles one of the greatest challenges in Artificial General Intelligence (AGI, machines with broad, human-level cognitive abilities): designing systems that perceive, reason, and act with the flexibility, adaptability, and awareness of the human mind. Core Strength of My AGI Systems Unlike traditional devices, my invention doesn’t just recreate images it provides semantic, context-aware visual understanding, making it ideal for assisting the blind in real-world environments with navigation, object recognition, and safety. This book can help creating many AGI devices. For example: Governments can’t afford to install and monitor CCTV cameras in every park or public space, it’s expensive and often reactive rather than preventative. Yet we continue to witness assaults, even murders, in parks and places where joggers, seniors, and children spend time, crimes that often go unpunished due to a lack of evidence or witnesses. In my book, I introduce a groundbreaking solution: using Visual AGI to develop affordable, intelligent systems that can monitor public spaces, detect criminal behavior, and respond in real time. These systems don’t just record footage, they understand context, recognize patterns of violence, and alert authorities immediately, even when no one else is around. Unlike traditional surveillance, these AI-driven devices can be lightweight, low-cost, and highly adaptive, offering protection in the places where people are most vulnerable. My goal is to inspire innovators to build safer communities through intelligent technology that sees, thinks, and acts with purpose. One expertly combines insights from neuroscience, cognitive science, machine learning, and robotics to build the technical and conceptual foundation for visual AGI, machines that don’t just recognize images but comprehend context, infer meaning, and make decisions as conscious agents. 🔍 What sets this book apart: Full-color illustrations that clarify complex biological and computational concepts Rigorous mathematical equations supporting key models and algorithms In-depth coverage of embodied cognition, neuromorphic vision, and multimodal intelligence Innovative robot designs capable of human-like perception and goal-driven behavior Advanced topics including spiking neural networks, event-based sensors, deep reinforcement learning, and more Thoughtful discussions on ethics, bias, explainability, and human alignment in AGI 🧠 From retina to cortex, neurons to algorithms, this book is not just about computer vision. It’s visual understanding for the next generation of conscious machines. Whether you're a researcher, engineer, or visionary in AI and robotics, this book offers a comprehensive, richly illustrated, and mathematically grounded roadmap for creating machines that truly see, think, and act like humans. Whether you're building the next generation of intelligent agents, designing neuromorphic hardware, or researching the future of AI, this book offers a visionary roadmap for constructing systems that can learn, perceive, and act with purpose in the real world. Note: Some illustrations are placed on separate pages to ensure clear, full-color presentation without crowding the text. I recommend buying the color version as I explained human vision in color along with algorithms, they will not show properly in black and white.
Human Machine Shared Contexts
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Author : William Lawless
language : en
Publisher: Academic Press
Release Date : 2020-06-10
Human Machine Shared Contexts written by William Lawless and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-06-10 with Computers categories.
Human-Machine Shared Contexts considers the foundations, metrics, and applications of human-machine systems. Editors and authors debate whether machines, humans, and systems should speak only to each other, only to humans, or to both and how. The book establishes the meaning and operation of "shared contexts between humans and machines; it also explores how human-machine systems affect targeted audiences (researchers, machines, robots, users) and society, as well as future ecosystems composed of humans and machines. This book explores how user interventions may improve the context for autonomous machines operating in unfamiliar environments or when experiencing unanticipated events; how autonomous machines can be taught to explain contexts by reasoning, inferences, or causality, and decisions to humans relying on intuition; and for mutual context, how these machines may interdependently affect human awareness, teams and society, and how these "machines" may be affected in turn. In short, can context be mutually constructed and shared between machines and humans? The editors are interested in whether shared context follows when machines begin to think, or, like humans, develop subjective states that allow them to monitor and report on their interpretations of reality, forcing scientists to rethink the general model of human social behavior. If dependence on machine learning continues or grows, the public will also be interested in what happens to context shared by users, teams of humans and machines, or society when these machines malfunction. As scientists and engineers "think through this change in human terms," the ultimate goal is for AI to advance the performance of autonomous machines and teams of humans and machines for the betterment of society wherever these machines interact with humans or other machines. This book will be essential reading for professional, industrial, and military computer scientists and engineers; machine learning (ML) and artificial intelligence (AI) scientists and engineers, especially those engaged in research on autonomy, computational context, and human-machine shared contexts; advanced robotics scientists and engineers; scientists working with or interested in data issues for autonomous systems such as with the use of scarce data for training and operations with and without user interventions; social psychologists, scientists and physical research scientists pursuing models of shared context; modelers of the internet of things (IOT); systems of systems scientists and engineers and economists; scientists and engineers working with agent-based models (ABMs); policy specialists concerned with the impact of AI and ML on society and civilization; network scientists and engineers; applied mathematicians (e.g., holon theory, information theory); computational linguists; and blockchain scientists and engineers. - Discusses the foundations, metrics, and applications of human-machine systems - Considers advances and challenges in the performance of autonomous machines and teams of humans - Debates theoretical human-machine ecosystem models and what happens when machines malfunction
Artificial Intelligence
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Author : Stuart Russell
language : en
Publisher:
Release Date : 2016-05-05
Artificial Intelligence written by Stuart Russell and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-05 with categories.
For one or two-semester, undergraduate or graduate-level courses in Artificial Intelligence. The long-anticipated revision of this best-selling text offers the most comprehensive, up-to-date introduction to the theory and practice of artificial intelligence.
Human Machine
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Author : Paul R. Daugherty
language : en
Publisher: Harvard Business Press
Release Date : 2018-03-20
Human Machine written by Paul R. Daugherty and has been published by Harvard Business Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-20 with Computers categories.
AI is radically transforming business. Are you ready? Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on? In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate. Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business. Human + Machine provides the missing and much-needed management playbook for success in our new age of AI. BOOK PROCEEDS FOR THE AI GENERATION The authors' goal in publishing Human + Machine is to help executives, workers, students and others navigate the changes that AI is making to business and the economy. They believe AI will bring innovations that truly improve the way the world works and lives. However, AI will cause disruption, and many people will need education, training and support to prepare for the newly created jobs. To support this need, the authors are donating the royalties received from the sale of this book to fund education and retraining programs focused on developing fusion skills for the age of artificial intelligence.
How Smart Machines Think
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Author : Sean Gerrish
language : en
Publisher: MIT Press
Release Date : 2019-10-22
How Smart Machines Think written by Sean Gerrish and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-22 with Computers categories.
Everything you want to know about the breakthroughs in AI technology, machine learning, and deep learning—as seen in self-driving cars, Netflix recommendations, and more. The future is here: Self-driving cars are on the streets, an algorithm gives you movie and TV recommendations, IBM’s Watson triumphed on Jeopardy over puny human brains, computer programs can be trained to play Atari games. But how do all these things work? In this book, Sean Gerrish offers an engaging and accessible overview of the breakthroughs in artificial intelligence and machine learning that have made today’s machines so smart. Gerrish outlines some of the key ideas that enable intelligent machines to perceive and interact with the world. He describes the software architecture that allows self-driving cars to stay on the road and to navigate crowded urban environments; the million-dollar Netflix competition for a better recommendation engine (which had an unexpected ending); and how programmers trained computers to perform certain behaviors by offering them treats, as if they were training a dog. He explains how artificial neural networks enable computers to perceive the world—and to play Atari video games better than humans. He explains Watson’s famous victory on Jeopardy, and he looks at how computers play games, describing AlphaGo and Deep Blue, which beat reigning world champions at the strategy games of Go and chess. Computers have not yet mastered everything, however; Gerrish outlines the difficulties in creating intelligent agents that can successfully play video games like StarCraft that have evaded solution—at least for now. Gerrish weaves the stories behind these breakthroughs into the narrative, introducing readers to many of the researchers involved, and keeping technical details to a minimum. Science and technology buffs will find this book an essential guide to a future in which machines can outsmart people.
Human And Machine Thinking
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Author : Philip N. Johnson-Laird
language : en
Publisher: Psychology Press
Release Date : 2013-11-05
Human And Machine Thinking written by Philip N. Johnson-Laird and has been published by Psychology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2013-11-05 with Language Arts & Disciplines categories.
This book aims to reach an understanding of how the mind carries out three sorts of thinking -- deduction, induction, and creation -- to consider what goes right and what goes wrong, and to explore computational models of these sorts of thinking. Written for students of the mind -- psychologists, computer scientists, philosophers, linguists, and other cognitive scientists -- it also provides general readers with a self-contained account of human and machine thinking. The author presents his point of view, rather than a review, as simply as possible so that no technical background is required. Like the field of research itself, it calls for hard thinking about thinking.
Artificial Intelligence
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Author : Melanie Mitchell
language : en
Publisher: Penguin UK
Release Date : 2019-10-15
Artificial Intelligence written by Melanie Mitchell and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-15 with Computers categories.
'After reading Mitchell’s guide, you’ll know what you don’t know and what other people don’t know, even though they claim to know it. And that’s invaluable'' The New York Times A leading computer scientist brings human sense to the AI bubble No recent scientific enterprise has been so alluring, terrifying and filled with extravagant promise and frustrating setbacks as artificial intelligence. Writing with clarity and passion, leading AI researcher Melanie Mitchell offers a captivating account of modern-day artificial intelligence. Flavoured with personal stories and a twist of humour, Artificial Intelligence illuminates the workings of machines that mimic human learning, perception, language, creativity and common sense. Weaving together advances in AI with cognitive science and philosophy, Mitchell probes the extent to which today's 'smart' machines can actually think or understand, and whether AI even requires such elusive human qualities at all. Artificial Intelligence: A Guide for Thinking Humans provides readers with an accessible and clear-eyed view of the AI landscape, what the field has actually accomplished, how much further it has to go and what it means for all of our futures.
The Emotion Machine
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Author : Marvin Minsky
language : en
Publisher: Simon and Schuster
Release Date : 2007-11-13
The Emotion Machine written by Marvin Minsky and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-11-13 with Science categories.
In this mind-expanding book, scientific pioneer Marvin Minsky continues his groundbreaking research, offering a fascinating new model for how our minds work. He argues persuasively that emotions, intuitions, and feelings are not distinct things, but different ways of thinking. By examining these different forms of mind activity, Minsky says, we can explain why our thought sometimes takes the form of carefully reasoned analysis and at other times turns to emotion. He shows how our minds progress from simple, instinctive kinds of thought to more complex forms, such as consciousness or self-awareness. And he argues that because we tend to see our thinking as fragmented, we fail to appreciate what powerful thinkers we really are. Indeed, says Minsky, if thinking can be understood as the step-by-step process that it is, then we can build machines -- artificial intelligences -- that not only can assist with our thinking by thinking as we do but have the potential to be as conscious as we are. Eloquently written, The Emotion Machine is an intriguing look into a future where more powerful artificial intelligences await.
Brain Vs Machine
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Author : John Brockman
language : en
Publisher: Harper Perennial
Release Date : 2015-10-06
Brain Vs Machine written by John Brockman and has been published by Harper Perennial this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-10-06 with Science categories.
As the world becomes ever more dominated by technology, John Brockman’s latest addition to the acclaimed and bestselling “Edge Question Series” asks more than 175 leading scientists, philosophers, and artists: What do you think about machines that think? The development of artificial intelligence has been a source of fascination and anxiety ever since Alan Turing formalized the concept in 1950. Today, Stephen Hawking believes that AI “could spell the end of the human race.” At the very least, its development raises complicated moral issues with powerful real-world implications—for us and for our machines. In this volume, recording artist Brian Eno proposes that we’re already part of an AI: global civilization, or what TED curator Chris Anderson elsewhere calls the hive mind. And author Pamela McCorduck considers what drives us to pursue AI in the first place. On the existential threat posed by superintelligent machines, Steven Pinker questions the likelihood of a robot uprising. Douglas Coupland traces discomfort with human-programmed AI to deeper fears about what constitutes “humanness.” Martin Rees predicts the end of organic thinking, while Daniel C. Dennett explains why he believes the Singularity might be an urban legend. Provocative, enriching, and accessible, Brain vs. Machine may just be a practical guide to the not-so-distant future.
A World Without Work
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Author : Daniel Susskind
language : en
Publisher: Penguin UK
Release Date : 2020-01-14
A World Without Work written by Daniel Susskind and has been published by Penguin UK this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-01-14 with Business & Economics categories.
NOMINATED FOR THE FT & McKINSEY BUSINESS BOOK OF THE YEAR AWARDS 2020 'A path-breaking, thought-provoking and in-depth study of how new technology will transform the world of work' Gordon Brown 'Compelling... Should be required reading for any presidential candidate' New York Times New technologies have always provoked panic about workers being replaced by machines. In the past, such fears have been misplaced, and many economists maintain that they remain so today. Yet in A World Without Work, Daniel Susskind shows why this time really is different. Advances in artificial intelligence mean that all kinds of tasks - from diagnosing illnesses to drafting contracts - are increasingly within the reach of computers. The threat of technological unemployment is real. So how can we all thrive in a world with less work? Susskind reminds us that technological progress could bring about unprecedented prosperity, solving one of mankind's oldest problems: how to ensure everyone has enough to live on. The challenge will be to distribute this prosperity fairly, constrain the power of Big Tech, and provide meaning in a world where work is no longer the centre of our lives. In this visionary, pragmatic and ultimately hopeful book, Susskind shows us the way. 'Fascinating and tightly argued' Sunday Telegraph 'This is the book to read on the future of work in the age of artificial intelligence. It is thoughtful and state-of-the-art on the economics of the issue, but its real strength is the way it goes beyond just the economics' Lawrence Summers, former Chief Economist of the World Bank 'A fascinating book about a vitally important topic. Elegant, original and compelling' Tim Harford, author of The Undercover Economist