Evil Robots Killer Computers And Other Myths

Are AI robots and computers really going to take over the world? Longtime artificial intelligence (AI) researcher and investor Steve Shwartz has grown frustrated with the fear-inducing hype around AI in popular culture and media. Yes, today's AI systems are miracles of modern engineering, but no, humans do not have to fear robots seizing control or taking over all our jobs. In this exploration of the fascinating and ever-changing landscape of artificial intelligence, Dr. Shwartz explains how AI works in simple terms. After reading this captivating book, you will understand - the inner workings of today's amazing AI technologies, including facial recognition, self-driving cars, machine translation, chatbots, deepfakes, and many others; - why today's artificial intelligence technology cannot evolve into the AI of science fiction lore; - the crucial areas where we will need to adopt new laws and policies in order to counter threats to our safety and personal freedoms resulting from the use of AI. So although we don't have to worry about evil robots rising to power and turning us into pets-and we probably never will-artificial intelligence is here to stay, and we must learn to separate fact from fiction and embrace how this amazing technology enhances our world.

Are AI robots and computers really going to take over the world? Longtime artificial intelligence (AI) researcher and investor Steve Shwartz has grown frustrated with the fear-inducing hype around AI in popular culture and media. Yes, today’s AI systems are miracles of modern engineering, but no, humans do not have to fear robots seizing control or taking over all our jobs. In this exploration of the fascinating and ever-changing landscape of artificial intelligence, Dr. Shwartz explains how AI works in simple terms. After reading this captivating book, you will understand • the inner workings of today’s amazing AI technologies, including facial recognition, self-driving cars, machine translation, chatbots, deepfakes, and many others; • why today’s artificial intelligence technology cannot evolve into the AI of science fiction lore; • the crucial areas where we will need to adopt new laws and policies in order to counter threats to our safety and personal freedoms resulting from the use of AI. So although we don’t have to worry about evil robots rising to power and turning us into pets—and we probably never will—artificial intelligence is here to stay, and we must learn to separate fact from fiction and embrace how this amazing technology enhances our world.

“Artificial intelligence has always inspired outlandish visions—that AI is going to destroy us, save us, or at the very least radically transform us. Erik Larson exposes the vast gap between the actual science underlying AI and the dramatic claims being made for it. This is a timely, important, and even essential book.” —John Horgan, author of The End of Science Many futurists insist that AI will soon achieve human levels of intelligence. From there, it will quickly eclipse the most gifted human mind. The Myth of Artificial Intelligence argues that such claims are just that: myths. We are not on the path to developing truly intelligent machines. We don’t even know where that path might be. Erik Larson charts a journey through the landscape of AI, from Alan Turing’s early work to today’s dominant models of machine learning. Since the beginning, AI researchers and enthusiasts have equated the reasoning approaches of AI with those of human intelligence. But this is a profound mistake. Even cutting-edge AI looks nothing like human intelligence. Modern AI is based on inductive reasoning: computers make statistical correlations to determine which answer is likely to be right, allowing software to, say, detect a particular face in an image. But human reasoning is entirely different. Humans do not correlate data sets; we make conjectures sensitive to context—the best guess, given our observations and what we already know about the world. We haven’t a clue how to program this kind of reasoning, known as abduction. Yet it is the heart of common sense. Larson argues that all this AI hype is bad science and bad for science. A culture of invention thrives on exploring unknowns, not overselling existing methods. Inductive AI will continue to improve at narrow tasks, but if we are to make real progress, we must abandon futuristic talk and learn to better appreciate the only true intelligence we know—our own.

Handbook of Statistical Analysis and Data Mining Applications, Second Edition, is a comprehensive professional reference book that guides business analysts, scientists, engineers and researchers, both academic and industrial, through all stages of data analysis, model building and implementation. The handbook helps users discern technical and business problems, understand the strengths and weaknesses of modern data mining algorithms and employ the right statistical methods for practical application. This book is an ideal reference for users who want to address massive and complex datasets with novel statistical approaches and be able to objectively evaluate analyses and solutions. It has clear, intuitive explanations of the principles and tools for solving problems using modern analytic techniques and discusses their application to real problems in ways accessible and beneficial to practitioners across several areas—from science and engineering, to medicine, academia and commerce. Includes input by practitioners for practitioners Includes tutorials in numerous fields of study that provide step-by-step instruction on how to use supplied tools to build models Contains practical advice from successful real-world implementations Brings together, in a single resource, all the information a beginner needs to understand the tools and issues in data mining to build successful data mining solutions Features clear, intuitive explanations of novel analytical tools and techniques, and their practical applications

This book describes real-world killer robots using a blend of perspectives. Overviews of technologies, such as autonomy and artificial intelligence, demonstrate how science enables these robots to be effective killers. Incisive analyses of social controversies swirling around the design and use of killer robots reveal that science, alone, will not govern their future. Among those disputes is whether fully-autonomous, robotic weapons should be banned. Examinations of killers from the golem to Frankenstein's monster reveal that artificially-created beings like them are precursors of real 21st century killer robots. This book laces the death and destruction caused by all these killers with science and humor. The seamless combination of these elements produces a deeper and richer understanding of the robots around us.

Will computers come to dominate man? Have films, books, and television foreshadowed the future of artificial intelligence? Will robots enhance or destroy our future? Will AI forever change us? You'll learn about the history and the pop-culture view of technology--as well as possible futures--in this one-of-a-kind book! Is technology running amok or is it serving as a helping hand? Artificial Intelligence, Robots, and the Future of Humanity puts a pop-culture and historic spin on some serious questions about mankind's future. An exhilarating and troubling read, it looks at whether robots are a menace or a boon to humanity. Its investigations include ... The history of robots constructed hundreds of years ago How movies informed the classic image of the robot--and what they got right and wrong Clones, modified humans, cyborgs, designer babies, and half-human robots The sentient internet The advancements in robotics starting in the 1960s Science fiction and science fact--and how science fiction foreshadowed the future Robots replacing people in the workplace The prospect of uploading our minds into computers to ensure immortality Robots becoming indistinguishable from humans Whether robots will rise up and cause humans to become extinct And much, much more. Exciting and worrisome, Artificial Intelligence, Robots, and the Future of Humanity looks at what the past tells us about the future. With more than 120 photos and graphics, this tome is nicely illustrated. It also includes a helpful bibliography and an extensive index, adding to its usefulness. Ponder the possibilities with this examination of robots of the past, present, and future!