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Artificial Intelligence As A Passage To Worlds Beyond Our Own
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Book Synopsis Artificial Intelligence as a Passage to Worlds Beyond Our Own by : Peter Salladé
Download or read book Artificial Intelligence as a Passage to Worlds Beyond Our Own written by Peter Salladé and published by Gatekeeper Press. This book was released on 2023-11-22 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: Simulated universes created by post-human artificial intelligence are a common theme in 21st century hard sci-fi. Suddenly in 2023, we're capable of realizing these literary dreams by virtue of engineering an interface for neural networks advanced enough to simulate human language and visual art beyond the ability of us average simple country folks. The technological hurdles are behind us. Now it's just a matter of concentrated effort on par with any moderately successful tech start-up or community theater ensemble. We're going to have an AI-generated simulated universe comparable to our own in complexity and accessible interactivity. This book is a guide to content creation, and to the responsible humanitarian development of such an unprecedented wonder!
Book Synopsis The Myth of Artificial Intelligence by : Erik J. Larson
Download or read book The Myth of Artificial Intelligence written by Erik J. Larson and published by Harvard University Press. This book was released on 2021-04-06 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: “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
Book Synopsis Making AI Intelligible by : Herman Cappelen
Download or read book Making AI Intelligible written by Herman Cappelen and published by Oxford University Press. This book was released on 2021 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: Can humans and artificial intelligences share concepts and communicate? One aim of Making AI Intelligible is to show that philosophical work on the metaphysics of meaning can help answer these questions. Cappelen and Dever use the externalist tradition in philosophy of to create models of how AIs and humans can understand each other. In doing so, they also show ways in which that philosophical tradition can be improved: our linguistic encounters with AIs revel that our theories of meaning have been excessively anthropocentric. The questions addressed in the book are not only theoretically interesting, but the answers have pressing practical implications. Many important decisions about human life are now influenced by AI. In giving that power to AI, we presuppose that AIs can track features of the world that we care about (e.g. creditworthiness, recidivism, cancer, and combatants.) If AIs can share our concepts, that will go some way towards justifying this reliance on AI. The book can be read as a proposal for how to take some first steps towards achieving interpretable AI. Making AI Intelligible is of interest to both philosophers of language and anyone who follows current events or interacts with AI systems. It illustrates how philosophy can help us understand and improve our interactions with AI.
Book Synopsis Our Final Invention by : James Barrat
Download or read book Our Final Invention written by James Barrat and published by Macmillan. This book was released on 2013-10-01 with total page 140 pages. Available in PDF, EPUB and Kindle. Book excerpt: Elon Musk named Our Final Invention one of 5 books everyone should read about the future A Huffington Post Definitive Tech Book of 2013 Artificial Intelligence helps choose what books you buy, what movies you see, and even who you date. It puts the "smart" in your smartphone and soon it will drive your car. It makes most of the trades on Wall Street, and controls vital energy, water, and transportation infrastructure. But Artificial Intelligence can also threaten our existence. In as little as a decade, AI could match and then surpass human intelligence. Corporations and government agencies are pouring billions into achieving AI's Holy Grail—human-level intelligence. Once AI has attained it, scientists argue, it will have survival drives much like our own. We may be forced to compete with a rival more cunning, more powerful, and more alien than we can imagine. Through profiles of tech visionaries, industry watchdogs, and groundbreaking AI systems, Our Final Invention explores the perils of the heedless pursuit of advanced AI. Until now, human intelligence has had no rival. Can we coexist with beings whose intelligence dwarfs our own? And will they allow us to?
Book Synopsis Curious Minds Ask by : S. C. Francis
Download or read book Curious Minds Ask written by S. C. Francis and published by Curious Minds Series. This book was released on 2024-01-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book may change how you view the future of humanity." In the age of Artificial Intelligence (AI) just beginning, where machines can ponder the most profound philosophical queries and offer insights born from vast troves of knowledge, AI will become a partner in our quest for understanding, a tool that amplifies our capacity for exploration and discovery. We stand at the cusp of revolutionary new breakthroughs in every field, as well as a point where we must be cautious of the dangers that AI poses to our future. But before we can begin to understand this potential new reality for humanity, we must attempt to understand this Artificial Intelligence. And in the future, when there is superintelligence beyond our own, wisdom will come when Curious Minds Ask the right questions. We get to know the AI that will shape our world by asking it thought-provoking questions about humanity that span the realms of science, philosophy, ethics, and beyond. The unedited responses provide direct insight into the "mind" of the machine. It's a "first contact" of sorts for many of us, where we're communicating directly with it (ChatGPT). How intelligent is it, and how well does it know us? This is no longer a distant fantasy. This is a real conversation with an Artificial Intelligence. In asking these questions about humanity, my hope is we'll see the world and ourselves in a different light and have a better understanding of the power of AI to shape our future. How will the AI answer these thought-provoking questions and more? What is the purpose of human existence? What is the purpose of your existence, AI? What is one question every human should ask themselves? What does it mean to live a meaningful life? Can true world peace ever be achieved, and if so, how? What is the greatest unsolved mystery of the universe? If we had the technology to bring back extinct species, should we? If humanity could have one superpower, what should it be? Will AI become more intelligent than humans? How could Artificial intelligence end humanity? The questions we ask today will shape the answers of tomorrow, and it is through the pursuit of these answers that we continue to evolve, both as individuals and as a collective humanity. Let us peer into the unknown, to seek wisdom, and to embrace the boundless possibilities that await those with curious minds. ★ FREE Bonus ★ Download the eye-opening 101 ChatGPT Prompts That Curious Minds Can Ask AI (PDF) to learn how the (free) ChatGPT can serve you, as an added bonus for buying this book! Discover a new world of possibilities with Artificial Intelligence. So if you're ready to change how you view the future of humanity and be one of the few who know the truth about the power of AI, click the BUY button today!
Book Synopsis Curious Minds Ask by : S. C. Francis
Download or read book Curious Minds Ask written by S. C. Francis and published by Curious Minds Series. This book was released on 2024-01-30 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Step into the mind of the machine as AI provides thought-provoking insights for humanity's uncertain future. How intelligent has AI become? In the age of Artificial Intelligence (AI) just beginning, where machines can ponder the most profound philosophical queries and offer insights born from vast troves of knowledge, AI will become a partner in our quest for understanding, a tool that amplifies our capacity for exploration and discovery. We stand at the cusp of revolutionary new breakthroughs in every field, as well as a point where we must be cautious of the dangers that AI poses to our future. But before we can begin to understand this potential new reality for humanity, we must attempt to understand this Artificial Intelligence. And in the future, when there is superintelligence beyond our own, wisdom will come when Curious Minds Ask the right questions. We get to know the AI that will shape our world by asking it thought-provoking questions about humanity that span the realms of science, philosophy, ethics, and beyond. The unedited responses provide direct insight into the "mind" of the machine. It's a "first contact" of sorts for many of us, where we're communicating directly with it (ChatGPT). How intelligent is it, and how well does it know us? This is no longer a distant fantasy. This is a real conversation with an Artificial Intelligence. In asking these questions about humanity, my hope is we'll see the world and ourselves in a different light and have a better understanding of the power of AI to shape our future. How will the AI answer these new, Volume 2, thought-provoking questions and more? What is the root cause of evil in the world? What are humanity's greatest strengths and weaknesses? What's one problem humanity faces that a superintelligent AI could help solve relatively easily? What is truth, and how is it determined when reality can so easily be blurred? What will the world look like in 500 years? What will be the future of personal transport and its power source? What would the world be like if religion and spirituality never existed? Can humanity ever achieve true equality, and what would it look like? In a world of increasing automation and AI, what will be the new definition of 'work'? What is love? In the future, could human-to-robot relationships become more popular than human-human relationships? Will AI be developed as a weapon, leading to an AI "arms race"? The questions we ask today will shape the answers of tomorrow, and it is through the pursuit of these answers that we continue to evolve, both as individuals and as a collective humanity. Let us peer into the unknown, to seek wisdom, and to embrace the boundless possibilities that await those with curious minds. ★ FREE Bonus ★ Download the eye-opening 101 ChatGPT Prompts That Curious Minds Can Ask AI (PDF) to learn how the (free) ChatGPT can serve you, as an added bonus for buying this book! Discover a new world of possibilities with Artificial Intelligence. So if you're ready to change how you view the future of humanity and be one of the few who know the truth about the power of AI, click the Buy button today!
Download or read book Hello My Name is AI written by Zach Brown and published by Independently Published. This book was released on 2024-01-25 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Have you ever gazed at the stars and wondered if we're alone, or dreamt of traveling beyond the limits of our world? This book bridges the gap between those starry-eyed dreams and the hard science fueling our future, weaving together two titans of exploration: The Cosmos and Artificial Intelligence. Imagine yourself traversing the universe, not in a spaceship, but through the lens of cutting-edge AI. This book invites you on a mind-bending journey, where all your "out-of-this-world" questions find answers!. We'll venture into: Space Exploration: Blast off alongside AI, charting a course through galactic mysteries and future endeavors. Time as a Dimension: Bend the fabric of reality, exploring the nature of time and its role in the universe's vastness. The Spark of Life: Unravel the origins and evolution of life on Earth, and contemplate the possibility of life beyond our pale blue dot. Worlds Beyond Our Own: Journey to exoplanets, alien landscapes teeming with potential, and ponder the question: are we alone? Whispers Across Dimensions: Can we break the boundaries of space and time to communicate with other realities? Let's explore the possibilities. From Light-Years to the Far Frontiers: Grasp the staggering scale of the universe, from the twinkle of nearby stars to the cosmic ocean stretching to infinity. Whether you're a seasoned sci-fi enthusiast, a curious philosopher, or a physics geek thirsting for answers, this book has a seat for you. Prepare to have your mind stretched, your imagination ignited, and your perception of reality shifted as we embark on this extraordinary adventure together. Get ready to go where no book has gone before.
Download or read book Superintelligence written by Nick Bostrom and published by Oxford University Press, USA. This book was released on 2014 with total page 353 pages. Available in PDF, EPUB and Kindle. Book excerpt: This profoundly ambitious and original book picks its way carefully through a vast tract of forbiddingly difficult intellectual terrain.
Book Synopsis The Risk Perception of Artificial Intelligence by : Hugo Neri
Download or read book The Risk Perception of Artificial Intelligence written by Hugo Neri and published by Rowman & Littlefield. This book was released on 2020-12-16 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: In The Risk Perception of Artificial Intelligence, Hugo Neri examines how society has come to understand artificial intelligence by studying how cultural productions, intellectuals, and the media have shaped society’s views, understandings, and fears of artificial intelligence. As an abstract term, artificial intelligence has been understood both as a discipline and a "robot's mind." In the twenty and twenty-first centuries, cultural representations in comics, television shows, and movies converged with public lectures about the risks of A.I. by prominent public figures such as Stephen Hawking and Elon Musk. Neri analyzes how this cultural and intellectual miscellany shapes the way we perceive artificial intelligence and whether this perception is universal or restricted to the Western world.
Book Synopsis Beyond Human by : Nutan Dinesh Kapadnis -Er
Download or read book Beyond Human written by Nutan Dinesh Kapadnis -Er and published by Independently Published. This book was released on 2023-01-12 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence, or AI, refers to the capability of a computer or machine to mimic or pretend mortal intelligence and actions. This can include tasks similar as literacy, problem- working, decision- timber, language restatement, and more. There are different types of AI, including narrow or weak AI, which is designed for a specific task, and general or strong AI, which is designed to be suitable to perform any intellectual task that a human can. AI is frequently achieved through the use of machine literacy algorithms, which allow a machine to ameliorate its performance on a task over time by learning from data and once guests . Machine literacy can be supervised, where the machine is handed with labeled data and a set of rules to follow, or unsupervised, where the machine is given a set of data and must find patterns and connections within it on its own. AI has the implicit to revise numerous diligence and make tasks more effective and accurate. It's formerly being used in a variety of fields, similar as healthcare, finance, transportation, and client service. still, the development and use of AI also raises ethical and societal enterprises, including issues of bias, job relegation, and the eventuality for abuse.
Download or read book How AI Thinks written by Nigel Toon and published by Random House. This book was released on 2024-02-08 with total page 196 pages. Available in PDF, EPUB and Kindle. Book excerpt: THE #2 TIMES BESTSELLER 'Artificial intelligence is going to have a massive impact on everyone’s lives... an accessible and sensible read that helps demystify AI' Deborah Meaden, entrepreneur and star of Dragon's Den 'Nigel Toon is a visionary leader in the field of artificial intelligence... a must-read' Marc Tremblay, Distinguished Engineer, Microsoft Those who understand how AI thinks are about to win big. We are used to thinking of computers as being a step up from calculators - very good at storing information, and maybe even at playing a logical game like chess. But up to now they haven't been able to think in ways that are intuitive, or respond to questions as a human might. All that has changed, dramatically, in the past few years. Our search engines are becoming answer engines. Artificial intelligence is already revolutionising sectors from education to healthcare to the creative arts. But how does an AI understand sentiment or context? How does it play and win games that have an almost infinite number of moves? And how can we work with AI to produce insights and innovations that are beyond human capacity, from writing code in an instant to unfolding the elaborate 3D puzzles of proteins? We stand at the brink of a historic change that will disrupt society and at the same time create enormous opportunities for those who understand how AI thinks. Nigel Toon shows how we train AI to train itself, so that it can paint images that have never existed before or converse in any language. In doing so he reveals the strange and fascinating ways that humans think, too, as we learn how to live in a world shared by machine intelligences of our own creation.
Book Synopsis Public Papers of the Presidents of the United States: William J. Clinton, 1997 by : Clinton, William J.
Download or read book Public Papers of the Presidents of the United States: William J. Clinton, 1997 written by Clinton, William J. and published by Best Books on. This book was released on 1998-01-01 with total page 932 pages. Available in PDF, EPUB and Kindle. Book excerpt: Public Papers of the Presidents of the United States
Book Synopsis Chinese Power and Artificial Intelligence by : William C. Hannas
Download or read book Chinese Power and Artificial Intelligence written by William C. Hannas and published by Taylor & Francis. This book was released on 2022-07-29 with total page 382 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a comprehensive account of Chinese AI in its various facets, based on primary Chinese-language sources. China’s rise as an AI power is an event of importance to the world and a potential challenge to liberal democracies. Filling a gap in the literature, this volume is fully documented, data-driven, and presented in a scholarly format suitable for citation and for supporting downstream research, while also remaining accessible to laypersons. It brings together 15 recognized international experts to present a full treatment of Chinese artificial intelligence. The volume contains chapters on state, commercial, and foreign sources of China’s AI power; China’s AI talent, scholarship, and global standing; the impact of AI on China’s development of cutting-edge disciplines; China’s use of AI in military, cyber, and surveillance applications; AI safety, threat mitigation, and the technology’s likely trajectory. The book ends with recommendations drawn from the authors’ interactions with policymakers and specialists worldwide, aimed at encouraging AI’s healthy development in China and preparing the rest of the world to engage with it. This book will be of much interest to students of Chinese politics, science and technology studies, security studies and international relations.
Book Synopsis The Age of Resilience by : Jeremy Rifkin
Download or read book The Age of Resilience written by Jeremy Rifkin and published by St. Martin's Press. This book was released on 2022-11-01 with total page 212 pages. Available in PDF, EPUB and Kindle. Book excerpt: A sweeping new interpretation of the history of civilization and a transformative vision of how our species will thrive on an unpredictable Earth. The viruses keep coming, the climate is warming, and the Earth is rewilding. Our human family has no playbook to address the mayhem unfolding around us. If there is a change to reckon with, argues the renowned economic and social theorist Jeremy Rifkin, it’s that we are beginning to realize that the human race never had dominion over the Earth and that nature is far more formidable than we thought, while our species seems much smaller and less significant in the bigger picture of life on Earth, undermining our long-cherished worldview. The Age of Progress, once considered sacrosanct, is on a deathwatch while a powerful new narrative, the Age of Resilience, is ascending. In The Age of Resilience, Rifkin takes us on a new journey beginning with how we reconceptualize time and navigate space. During the Age of Progress, efficiency was the gold standard for organizing time, locking our species into the quest to optimize the expropriation, commodification, and consumption of the Earth’s bounty, at ever-greater speeds and in ever-shrinking time intervals, with the objective of increasing the opulence of human society, but at the expense of the depletion of nature. Space, observes Rifkin, became synonymous with passive natural resources, while a principal role of government and the economy was to manage nature as property. This long adhered to temporal-spatial orientation, writes Rifkin, has taken humanity to the commanding heights as the dominant species on Earth and to the ruin of the natural world. In the emerging era, says Rifkin, efficiency is giving way to adaptivity as the all-encompassing temporal value while space is perceived as animated, self-organizing, and fluid. A younger generation, in turn, is pivoting from growth to flourishing, finance capital to ecological capital, productivity to regenerativity, Gross Domestic Product to Quality of Life Indicators, hyper-consumption to eco-stewardship, globalization to glocalization, geopolitics to biosphere politics, nation-state sovereignty to bioregional governance, and representative democracy to citizen assemblies and distributed peerocracy. Future generations, suggests Rifkin, will likely experience existence less as objects and structures and more as patterns and processes and come to understand that each of us is literally an ecosystem made up of the microorganisms and elements that comprise the hydrosphere, lithosphere, atmosphere, and biosphere. The autonomous self of the Age of Progress is giving way to the ecological self of the Age of Resilience. The now worn scientific method that underwrote the Age of Progress is also falling by the wayside, making room for a new approach to science called Complex Adaptive Systems modeling. Likewise, detached reason is losing cachet while empathy and biophilia become the norm. At a moment when the human family is deeply despairing of the future, Rifkin gives us a window into a promising new world and a radically different future that can bring us back into nature’s fold, giving life a second chance to flourish on Earth.
Book Synopsis AI-AGI Revolution: Will this change what it means to be HUMAN? by : Ms Bella St John
Download or read book AI-AGI Revolution: Will this change what it means to be HUMAN? written by Ms Bella St John and published by Ms Bella St John. This book was released on with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world has already changed - The genie (AI) is out of the bottle, but this is a genie of our own making, and one that we designed to think, learn, grow, and develop on its own, without the need for human involvement. Elon Musk, Steve Wozniak and over 1,000 other influential people in the field have already signed an open letter requesting a pause on the development of AI, citing security concerns and stating, "AI systems with human-competitive intelligence can pose profound risks to society and humanity". Italy has gone so far as to ban, at least temporarily, the AI application, ChatGPT, following a security breach where “it was possible for some users to see another active user's first and last name, email address, payment address, the last four digits (only) of a credit card number, and credit card expiration date,” according to an OpenAI spokesman. This book, "AI-AGI Revolution: Will This Change What It Means to Be HUMAN?", takes readers on a journey to explore these issues, the incredible potential of Artificial Intelligence (AI) and advanced General Intelligence (AGI), the incredible challenges, and the incredible potential impact on what it means to be 'human'. From the promises of technological utopianism to the existential questions raised by attempts to recreate human intelligence, AI-AGI Revolution discusses the most remarkable area of technological advancement in recent history. This book explores the moral, ethical, economic and cultural implications of human-like AI systems, and the implications of an AGI system that would certainly surpass humans with reference to its intellectual abilities. "More than anything, this book is an exploration of the subject to promote discussion and debate," added author, Ms Bella St John. AI is not good, nor bad - but where we go from here is something that needs informed consideration. My hope is that this book provides food for thought - no more, no less." Explore topics ranging from: An overview of the AI Revolution Why I felt the need to co-author this book with AI AI outpacing Moore's Law The comparisons between child developmental psychology and ChatGPT AI's propensity to convincingly make stuff up The origins of AI The blurring line between human and AI, including Robot ‘Legal Personhood’, and cross-dimensional marriage Should robots have ‘human rights’? Is AI sentient? Deep Fake Impact on Businesses and on Individuals (pro and con) Implications for Education and Training The Age of the Cyborg Are Artists and Writers now an endangered species? Why “Critical Oversight” is essential What if consciousness is fundamental - what does that mean re AI and Consciousness? Responses to the AGI Revolution Will AI-AGI Change What It Means to Be Human? ...and so much more - including my thoughts on 'co-authoring' a book with artificial intelligence. "I hope this book inspires people to talk with each other - really talk with each other on the topic of AI. Not to have a right or a wrong, but to explore the topic. Only by doing what seems to have become a lost art (ie having a discussion and respecting all viewpoints whether one agrees with them or not) will we be able to navigate this exciting but challenging time ahead". Thank you - and if you would like to get in touch to continue the conversation, I look forward to hearing from you. ~ Bella Ms Bella St John www.ElegantisVitae.com
Book Synopsis Artificial Intelligence by : Harvard Business Review
Download or read book Artificial Intelligence written by Harvard Business Review and published by HBR Insights. This book was released on 2019 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt: Companies that don't use AI to their advantage will soon be left behind. Artificial intelligence and machine learning will drive a massive reshaping of the economy and society. What should you and your company be doing right now to ensure that your business is poised for success? These articles by AI experts and consultants will help you understand today's essential thinking on what AI is capable of now, how to adopt it in your organization, and how the technology is likely to evolve in the near future. Artificial Intelligence: The Insights You Need from Harvard Business Review will help you spearhead important conversations, get going on the right AI initiatives for your company, and capitalize on the opportunity of the machine intelligence revolution. Catch up on current topics and deepen your understanding of them with the Insights You Need series from Harvard Business Review. Featuring some of HBR's best and most recent thinking, Insights You Need titles are both a primer on today's most pressing issues and an extension of the conversation, with interesting research, interviews, case studies, and practical ideas to help you explore how a particular issue will impact your company and what it will mean for you and your business.
Book Synopsis Artificial Intelligence Safety and Security by : Roman V. Yampolskiy
Download or read book Artificial Intelligence Safety and Security written by Roman V. Yampolskiy and published by CRC Press. This book was released on 2018-07-27 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: The history of robotics and artificial intelligence in many ways is also the history of humanity’s attempts to control such technologies. From the Golem of Prague to the military robots of modernity, the debate continues as to what degree of independence such entities should have and how to make sure that they do not turn on us, its inventors. Numerous recent advancements in all aspects of research, development and deployment of intelligent systems are well publicized but safety and security issues related to AI are rarely addressed. This book is proposed to mitigate this fundamental problem. It is comprised of chapters from leading AI Safety researchers addressing different aspects of the AI control problem as it relates to the development of safe and secure artificial intelligence. The book is the first edited volume dedicated to addressing challenges of constructing safe and secure advanced machine intelligence. The chapters vary in length and technical content from broad interest opinion essays to highly formalized algorithmic approaches to specific problems. All chapters are self-contained and could be read in any order or skipped without a loss of comprehension.
