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Artificial Intelligence
Artificial Intelligence is an indispensable text for teaching and learning artificial intelligence. It focuses to study the concepts of artificial intelligence.It helps to learn the methods of solving problems using artificial intelligence.It also introduce the concepts of expert systems and machine learning. Features: P Student friendly -written in a clear, concise and lucid manner P A sincere attempt has been made to introduce the basic concepts P Each chapter is organized into small sections that address key topics P In-depth coverage and good style are emphasized P Motivates the unmotivated P Explains the philosophy behind the artificial intelligence P Covers both elementary as well as advanced concepts P Aids understanding of concepts by providing diagrams and program listings wherever appropriate P Logical flow of concepts starting from the preliminary topics to the major topics
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Artificial Intelligence
Artificial intelligence is all around us! It’s in our classrooms, hospitals, and even in the smartphones in our pockets.But how does this technology work, where did it come from, and what will it bring in the future?Readers will discover the answers to these questions and more in this high-interest title packed with information.Engaging text and photos will pull readers in, and a diagram, timeline, graph, and pro/con comparison will highlight even more about artificial intelligence!
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ARTificial Intelligence
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Artificial Intelligence
Artificial Intelligence starts by helping you understand AI, especially what AI needs to work and why it has failed in the past.You also discover the basis for some of the issues with AI today and how those issues might prove to be nearly impossible to solve in some cases.Of course, along with the issues, you also dis-cover the fixes for some problems and consider where scientists are taking AI in search of answers. For a technology to survive, it must have a group of solid applications that actually work.It also must provide a payback to investors with the foresight to invest in the technology.In the past, AI failed to achieve critical success because it lacked some of these features.AI also suffered from being ahead of its time: True AI needed to wait for the current hardware to actually succeed.Today, you can find AI used in various computer applications and to automate processes.It's also relied on heavily in the medical field and to help improve human interaction.AI is also related to data analysis, machine learning, and deep learning.AI has a truly bright future today because it has become an essential technology.This book also shows you the paths that AI is likely to follow in the future.The various trends discussed in this book are based on what people are actually trying to do now.The new technology hasn't succeeded yet, but because people are working on it, it does have a good chance of success at some point.
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What is artificial intelligence?
Artificial intelligence (AI) refers to the simulation of human intelligence processes by machines, typically computer systems. These processes include learning, reasoning, problem-solving, perception, and language understanding. AI technologies enable machines to perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. AI is a rapidly evolving field with applications in various industries, including healthcare, finance, transportation, and entertainment.
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What is this artificial intelligence?
Artificial intelligence (AI) refers to the simulation of human intelligence processes by machines, typically computer systems. These processes include learning, reasoning, problem-solving, perception, and language understanding. AI technologies are designed to perform tasks that typically require human intelligence, such as visual perception, speech recognition, decision-making, and language translation. AI is a rapidly evolving field with applications in various industries, including healthcare, finance, transportation, and entertainment.
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Does artificial intelligence scare you?
As an AI, I do not have emotions or fears. However, I understand that some people may feel scared or apprehensive about artificial intelligence due to concerns about its potential impact on society, privacy, and job displacement. It is important for developers and policymakers to address these concerns and ensure that AI is developed and used responsibly.
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Will artificial intelligence replace us?
Artificial intelligence has the potential to automate many tasks currently performed by humans, but it is unlikely to completely replace us. While AI can excel at tasks that require data processing and pattern recognition, it lacks human qualities such as creativity, empathy, and critical thinking. Humans will continue to be essential for decision-making, innovation, and tasks that require emotional intelligence. Therefore, rather than replacing us, AI is more likely to augment our capabilities and transform the way we work and live.
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Artificial Intelligence of Things (AIoT) : Current and Future Trends
Artificial Intelligence of Things (AIoT): Current and Future Trends brings together researchers and developers from a wide range of domains to share ideas on how to implement technical advances, create application areas for intelligent systems, and how to develop new services and smart devices connected to the Internet.Section One covers AIoT in Everything, providing a wide range of applications for AIoT methods and technologies.Section Two gives readers comprehensive guidance on AIoT in Societal Research and Development, with practical case studies of how AIoT is impacting cultures around the world.Section Three covers the impact of AIoT in educational settings. The book also covers new capabilities such as pervasive sensing, multimedia sensing, machine learning, deep learning, and computing power.These new areas come with various requirements in terms of reliability, quality of service, and energy efficiency.
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Genomic Intelligence : Metagenomics and Artificial Intelligence
The field of metagenomics has revolutionized our comprehension of microbial diversity and function across various habitats, from the human body to terrestrial and aquatic environments.Simultaneously, advancements in AI have empowered researchers to analyze vast troves of genomic data with unprecedented speed and precision, facilitating new insights into the complex interplay between microorganisms and their surroundings. The subject matter in this book provides an overview of metagenomics and discusses the combination of metagenomics and AI and its significant consequences for advancements in science.The chapters examine the approaches, difficulties, and revolutionary uses of AI in metagenomics and provide insight into the convergence of genomics, metagenomics, and AI’s potential to revolutionize diverse fields from healthcare to environmental. Print edition not for sale in South Asia (India, Sri Lanka, Nepal, Bangladesh, Pakistan or Bhutan)
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Artificial General Intelligence
How to make AI capable of general intelligence, and what such technology would mean for society. Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology.Although some very recent AI systems are generalists to a degree, most AI is narrowly specific; that is, it can only do a single thing, in a single context.For example, your spellchecker can’t do mathematics, and the world's best chess-playing program can’t play Tetris.Human intelligence is different. We can solve a variety of tasks, including those we have not seen before.In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization. Togelius starts by giving examples of narrow AI that have superhuman performance in some way.Interestingly, there have been AI systems that are superhuman in some sense for more than half a century.He then discusses what it would mean to have general intelligence, by looking at definitions from psychology, ethology, and computer science.Next, he explores the two main families of technical approaches to developing more general artificial intelligence: foundation models through self-supervised learning, and open-ended learning in virtual environments.The final chapters of the book investigate potential artificial general intelligence beyond the strictly technical aspects.The questions discussed here investigate whether such general AI would be conscious, whether it would pose a risk to humanity, and how it might alter society.
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Multilingual Artificial Intelligence
Multilingual Artificial Intelligence is a guide for non-computer science specialists and learners looking to explore the implementation of AI technologies to solve real-life problems involving language data. Focusing on multilingual, multicultural, pre-trained large language models and their practical use through fine-tuning and prompt engineering, Wang and Smith demonstrate how to apply this new technology in areas such as information retrieval, semantic webs and retrieval augmented generation, to improve both human productivity and machine intelligence.Finally, it discusses the human impact of language technologies in the cultural context, and provides an AI competence framework for users to design their own learning journey. This innovative text is essential reading for all students, professionals and researchers in language, linguistics and related areas looking to understand how to integrate multilingual and multicultural artificial intelligence technology into their research.
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Is artificial intelligence a danger?
Artificial intelligence can be a double-edged sword. While it has the potential to greatly benefit society by improving efficiency and solving complex problems, there are also concerns about its potential dangers. These include issues such as job displacement, privacy invasion, and the potential for AI systems to make biased or unethical decisions. It is crucial for regulations and ethical guidelines to be in place to ensure that AI is developed and used responsibly.
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How intelligent is artificial intelligence?
Artificial intelligence can be considered highly intelligent in terms of its ability to perform specific tasks and solve complex problems. AI systems can process and analyze vast amounts of data at speeds far beyond human capabilities, leading to advancements in various fields such as healthcare, finance, and transportation. However, AI lacks the general intelligence and cognitive abilities of humans, such as creativity, emotional intelligence, and common sense reasoning, which limits its overall intelligence compared to human intelligence.
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Is artificial intelligence a threat?
Artificial intelligence can be seen as a potential threat due to concerns about job displacement, privacy invasion, and the potential for misuse in warfare or surveillance. However, it also has the potential to bring about significant advancements in various fields such as healthcare, transportation, and education. It is important for society to carefully consider and regulate the development and deployment of AI to ensure that its benefits are maximized while minimizing potential risks.
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Is artificial intelligence totally overestimated?
Artificial intelligence is a powerful and rapidly advancing technology, but it is not without its limitations and challenges. While AI has made significant progress in areas such as image and speech recognition, natural language processing, and autonomous vehicles, it still struggles with complex reasoning, understanding context, and generalizing knowledge. Additionally, there are ethical and societal concerns surrounding the use of AI, such as bias in algorithms and job displacement. Therefore, while AI has great potential, it is important to approach its capabilities and limitations with a balanced perspective.
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