Thoughts About Artificial Intelligence
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Toward Human-Level Artificial Intelligence
Author: Philip C. Jackson, Jr
language: en
Publisher: Courier Dover Publications
Release Date: 2019-11-13
How can human-level artificial intelligence be achieved? What are the potential consequences? This book describes a research approach toward achieving human-level AI, combining a doctoral thesis and research papers by the author. The research approach, called TalaMind, involves developing an AI system that uses a 'natural language of thought' based on the unconstrained syntax of a language such as English; designing the system as a collection of concepts that can create and modify concepts to behave intelligently in an environment; and using methods from cognitive linguistics for multiple levels of mental representation. Proposing a design-inspection alternative to the Turing Test, these pages discuss 'higher-level mentalities' of human intelligence, which include natural language understanding, higher-level forms of learning and reasoning, imagination, and consciousness. Dr. Jackson gives a comprehensive review of other research, addresses theoretical objections to the proposed approach and to achieving human-level AI in principle, and describes a prototype system that illustrates the potential of the approach. This book discusses economic risks and benefits of AI, considers how to ensure that human-level AI and superintelligence will be beneficial for humanity, and gives reasons why human-level AI may be necessary for humanity's survival and prosperity.
Artificial Intelligence in Daily Life
Given the exponential growth of Artificial Intelligence (AI) over the past few decades, AI and its related applications have become part of daily life in ways that we could never have dreamt of only a century ago. Our routines have been changed beyond measure by robotics and AI, which are now used in a vast array of services. Though AI is still in its infancy, we have already benefited immensely. This book introduces readers to basic Artificial Intelligence concepts, and helps them understand the relationship between AI and daily life. In the interest of clarity, the content is divided into four major parts. Part I (AI Concepts) presents fundamental concepts of and information on AI; while Part II (AI Technology) introduces readers to the five core AI Technologies that provide the building blocks for various AI applications, namely: Machine Learning (ML), Data Mining (DM), Computer Vision (CV), Natural Languages Processing (NLP), and Ontology-based Search Engine (OSE). In turn, Part III (AI Applications) reviews major contemporary applications that are impacting our ways of life, working styles and environment, ranging from intelligent agents and robotics to smart campus and smart city projects. Lastly, Part IV (Beyond AI) addresses related topics that are vital to the future development of AI. It also discusses a number of critical issues, such as AI ethics and privacy, the development of a conscious mind, and autonomous robotics in our daily lives.
Thinking Machines The Path to Artificial Intelligence Mastery
Embark on a riveting journey into the heart of artificial intelligence with "Thinking Machines: The Path to Artificial Intelligence Mastery." This ground-breaking book serves as a compass for both novices and seasoned professionals navigating the multifaceted landscape of AI. As the era of thinking machines unfolds, this comprehensive guide provides a roadmap for understanding, mastering, and ethically harnessing the transformative power of artificial intelligence. Delve into the core principles of AI as the authors meticulously unravel the intricacies of machine learning, deep learning, and cognitive computing. The narrative seamlessly combines technical depth with accessible language, making it an indispensable resource for readers at all levels of expertise. From foundational concepts to cutting-edge advancements, each chapter is a stepping stone towards true AI mastery. Uncover the secrets behind the evolution of AI, exploring its historical milestones, from early automation to the emergence of thinking machines. The narrative unfolds through vivid storytelling, offering insights into the minds of AI pioneers and the pivotal moments that shaped the field. It's not just a book; it's a chronicle of the relentless pursuit of artificial intelligence mastery. The book's exploration extends beyond algorithms and code, delving into the ethical dimensions of AI. It grapples with questions of bias, transparency, and responsible deployment, guiding readers towards a holistic understanding of AI's impact on society. As thinking machines become integral to our daily lives, this book acts as a beacon, emphasizing the importance of human-centric design, collaboration, and ethical governance. "Thinking Machines" is not just a manual; it's an invitation to participate in the ongoing AI revolution. Engage with practical applications, emerging trends, and the societal implications of AI. The authors illuminate the path forward, where education, adaptability, and a commitment to continuous learning are key components of AI mastery. Whether you're a curious enthusiast, a budding AI practitioner, or an industry expert, this book is your companion on the journey to mastering artificial intelligence. It invites you to envision a future where thinking machines contribute to a more enlightened, innovative, and interconnected world. "Thinking Machines" is not just a guide; it's an odyssey into the future of AI mastery, inviting readers to shape the narrative of thinking machines and their impact on humanity.