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AI Engineering: Building Applications with Foundation Models by Chip Huyen
English | January 7th, 2025 | ISBN: 1098166302 | 532 pages | True EPUB (Retail Copy) | 29.30 MB
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
* Understand what AI engineering is and how it differs from traditional machine learning engineering
* Learn the process for developing an AI application, the challenges at each step, and approaches to address them
* Explore various model adaptation techniques, including prompt engineering, RAG, fine-tuning, agents, and dataset engineering, and understand how and why they work
* Examine the bottlenecks for latency and cost when serving foundation models and learn how to overcome them
* Choose the right model, dataset, evaluation benchmarks, and metrics for your needs
Chip Huyen works to accelerate data analytics on GPUs at Voltron Data. Previously, she was with Snorkel AI and NVIDIA, founded an AI infrastructure startup, and taught Machine Learning Systems Design at Stanford. She's the author of the book Designing Machine Learning Systems, an Amazon bestseller in AI.
AI Engineering builds upon and is complementary to Designing Machine Learning Systems (O'Reilly).
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AI Engineering by Chip Huyen
English | January 7th, 2025 | ISBN: 1098166302 | 535 pages | True PDF | 31.92 MB
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
* Understand what AI engineering is and how it differs from traditional machine learning engineering
* Learn the process for developing an AI application, the challenges at each step, and approaches to address them
* Explore various model adaptation techniques, including prompt engineering, RAG, fine-tuning, agents, and dataset engineering, and understand how and why they work
* Examine the bottlenecks for latency and cost when serving foundation models and learn how to overcome them
* Choose the right model, dataset, evaluation benchmarks, and metrics for your needs
Chip Huyen works to accelerate data analytics on GPUs at Voltron Data. Previously, she was with Snorkel AI and NVIDIA, founded an AI infrastructure startup, and taught Machine Learning Systems Design at Stanford. She's the author of the book Designing Machine Learning Systems, an Amazon bestseller in AI.
AI Engineering builds upon and is complementary to Designing Machine Learning Systems (O'Reilly).
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AI: The New Gold Rush by Don Edwards
English | December 9th, 2024 | ISBN: 1456658786 | 70 pages | True EPUB | 1.00 MB
Transforming Possibilities into Profits
In a world where technological evolution is unstoppable, "AI: The New Gold Rush" emerges as your essential compass for navigating the exhilarating terrain of artificial intelligence. Experience the vanguard of innovation and entrepreneurship as this book uncovers the powerful potential of AI, poised to redefine industries and transform our futures.
Dive deep into the landscape that defines AI today. From the intricate details of machine learning and deep learning to the powerful mechanisms that drive algorithms, every aspect is demystified and laid bare. Entrepreneurs with a vision will find indispensable insights into the thriving AI startup ecosystem, alongside fascinating case studies that showcase real-world successes. If you're a freelancer looking to elevate your toolkit, discover how AI applications can revolutionize productivity and streamline your workflow.
Harness the power of AI for personal and professional growth. With chapters dedicated to skill enhancement and the myriad opportunities for monetization, this book illuminates the paths to creating AI-driven products and services. Featuring inspiring success stories, it not only showcases how AI is transforming businesses today but also prepares you to overcome the ethical and practical challenges inherent in AI projects.
The journey doesn't end here. Unlock the secrets to building proficient AI-enabled teams, mastering marketing tactics for AI solutions, and staying ahead of the curve with insights into future trends. With AI poised as the cornerstone of financial growth and investment opportunity, learning to navigate this new gold rush could redefine your business's future. Equip yourself with knowledge, embrace the innovation wave, and capitalize on AI's unlimited potential.
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Alchemy of Nine Dimensions: Activating the Full Spectrum of Consciousness, 3rd Edition by Barbara Hand Clow, Gerry Clow
English | November 5th, 2024 | ISBN: 1591435439 | 320 pages | True EPUB | 24.07 MB
* Examines how each dimension influences Earth, its levels of creative expression, and the sciences that describe each one
* Provides meditations to open you to the experience of each dimension and all nine dimensions as an integrated whole
* Includes new evidence for the nine dimensions from the supercomputer Blue Brain Project and recently discovered ancient technology
As revealed by the Pleiadians via renowned author Barbara Hand Clow, Earth holds nine dimensions of consciousness that humans can currently access. Long ago, the ability to access all nine dimensions was natural for humans. As we collectively heal from ancestral trauma and enter the Age of Light, our access to the nine dimensions is reopening and our ability to learn from and consciously utilize these higher intelligences in our lives is being restored.
In this illuminating guide, Barbara Hand Clow shows how the nine dimensions of consciousness are now being verified by contemporary science. She explains how the first dimension is the center of the Earth and the source of grounding ourselves, the second is between Earth's center and the surface, the third is linear space and time experienced on Earth's crust, the fourth is the realm of our collective mind, and the higher five celestial dimensions are where we contact the transcendent. She examines how each dimension influences Earth, the sciences that operate there, and the levels of creative expression available. Additionally, Gerry Clow has provided both written and audio meditations to open you to the experience of each dimension and all nine dimensions as an integrated whole.
In this 20th anniversary edition, Clow includes updates from her continuing research, including evidence from the supercomputer Blue Brain Project, which mapped nine dimensions in the human brain. She also describes how recent discoveries of ancient technology mirror the Pleiadian dimensional system. Providing a journey through the complex ideas of both modern science and esoteric wisdom, this guide allows you to awaken to the full spectrum of multidimensional consciousness and to connect deeply to the center of our planet and the Divine Cosmos that surrounds us all.
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Algorithmic Trading with Python: Fast-Track Your Trading Strategy: A comprehensive Guide (The Finance Toolbox Series Book 3)
by Reactive Publishing, Hayden Van Der Post, Alice Schwartz
English | December 9, 2024 | ASIN: B0DQ2MVZ63 | 435 pages | PDF | 180 Mb
Transform the way you approach trading with Algorithmic Trading with Python: Fast-Track Your Trading Strategy, a comprehensive guide to building and implementing automated trading systems.
This book is designed for traders, data enthusiasts, and finance professionals looking to harness Python's power to develop robust, data-driven strategies. Explore key concepts such as backtesting, machine learning integration, technical analysis, and portfolio optimization. With clear, step-by-step tutorials and practical examples, you'll learn how to design, code, and refine algorithms tailored to your trading goals.
Whether you're a beginner or an experienced trader, this guide equips you with the skills to automate decision-making, reduce emotional bias, and enhance your trading performance. Dive into the future of trading and gain the competitive edge you need with this essential resource.
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Algorithms and Complexity: 8th International Conference, CIAC 2013, Barcelona, Spain, May 22-24, 2013. Proceedings By Hasna Mohsen Alqahtani, Thomas Erlebach (auth.), Paul G. Spirakis, Maria Serna (eds.)
2013 | 384 Pages | ISBN: 3642382320 | PDF | 5 MB
This book constitutes the refereed conference proceedings of the 8th International Conference on Algorithms and Complexity, CIAC 2013, held in Barcelona, Spain, during May 22-24, 2013. The 31 revised full papers presented were carefully reviewed and selected from 75 submissions. The papers present current research in all aspects of computational complexity and the use, design, analysis and experimentation of efficient algorithms and data structures.
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Kent A. Vliet, Wayne Lynch, "Alligators: The Illustrated Guide to Their Biology, Behavior, and Conservation"
English | 2020 | pages: 302 | ISBN: 1421433370 | PDF | 169,5 mb
The ultimate guide to understanding the biology and behavior of the amazing and underappreciated American alligator.
Few scenes put the senses on edge more than a submerged alligator, only eyes and snout showing, when peering across a southern lake on a misty morning. An iconic American predator, these reptiles grow to thirteen feet or more and can live as long as humans. Alligators are complex creatures, capable of terrific attacks and yet tending to their young in the same gentle way a mother duck looks after her brood. Once extremely numerous, alligators came close to extinction in the twentieth century, but thanks to conservation efforts have since made a comeback, reclaiming their rightful place as the monarchs of the southern wetlands.
In this fascinating account, richly illustrated with more than 150 photographs from award-winning wildlife photographer Wayne Lynch, expert zoologist Kent A. Vliet introduces readers to the biology, ecology, and natural history of the American alligator. Sharing nuanced depictions of their hidden lives that will forever change the way you think of these giant reptiles, the book
* combines captivating storytelling with the most current scientific facts
* chronicles the life cycle of the alligator
* explains why the alligator's precise anatomy and physiology make it so successful
* covers a wide range of topics, from courtship and reproduction to communication, basking, nest-building, and hunting
* reveals the alligator's sophisticated social life in detail
* evaluates the alligator's environmental role as a keystone species
* examines the complicated relationship between alligators and people
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D.J. Conway, "Altar Magic"
English | 2001 | pages: 154 | ISBN: 1580910521 | PDF | 3,0 mb
The purpose of any altar, says D. J. Conway, is to symbolize what we want to attract into our lives. In A Little Book of Altar Magic, she shows how, without knowing they are doing so, people are constantly building altars around them, and she encourages readers to make altars consciously, using them to create a sacred space in the home. The very act of creating an altar teaches the builder to listen to the subconscious and become receptive to the sacred in life, Conway suggests. She explains the process in simple terms: planning the project, acknowledging the emotions behind the decision, and doing the actual building. The book guides the reader to what items to look for in furnishing an altar, giving information gleaned from historical and modern approaches on the use of colors, the elements, objects, and symbols.
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American Christian Nationalism: Neither American nor Christian
by Michael W. Austin and Marlena Graves
English | 2024 | ISBN: 0802884350 | 130 Pages | True ePUB | 0.84 MB
Michael W. Austin shows how nationalism is contrary to American values and Christian virtues-and offers us a better form of civic engagement.
In this brief, thought-provoking book, Michael W. Austin turns his keen mind for ethics toward the crisis currently facing our democracy: the rise of American Christian nationalism. Austin first accessibly explains the meaning and history behind nationalism. He then systematically shows how the ideology contradicts American values like liberty, equality, and justice as well as Christian virtues like humility, faith, hope, and love. Ultimately, he argues that the Beloved Community, first developed by Martin Luther King Jr. and others, offers a better model for an authentically Christian and American community. Readers frustrated by partisan strife will find a faithful guide in Austin's thoughtful
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Rachel Greenwald Smith, "American Literature in Transition, 2000-2010"
English | ISBN: 1107149290 | 2017 | 412 pages | PDF | 106 MB
American Literature in Transition, 2000-2010 illuminates the dynamic transformations that occurred in American literary culture during the first decade of the twenty-first century. The volume is the first major critical collection to address the literature of the 2000s, a decade that saw dramatic changes in digital technology, economics, world affairs, and environmental awareness. Beginning with an introduction that takes stock of the period's major historical, cultural, and literary movements, the volume features accessible essays on a wide range of topics, including genre fiction, the treatment of social networking in literature, climate change fiction, the ascendency of Amazon and online booksellers, 9/11 literature, finance and literature, and the rise of prestige television. Mapping the literary culture of a decade of promise and threat, American Literature in Transition, 2000-2010 provides an invaluable resource on twenty-first century American literature for general readers, students, and scholars alike.
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Reg M. Reynolds, "An ABA Primer with Application to Teaching Children with Autism"
English | ISBN: 1796012335 | 2019 | 160 pages | PDF | 9 MB
Applied behavior analysis (ABA) is the application of the past hundred years of research into how learning works. It has universal application; it can be applied to any situation in which learning is involved. Recently, ABA has gained prominence in the teaching of children with autism-it is currently estimated to affect 1 in every 42 boys and 1 in every 189 girls-since, while there are many different approaches to treating autism, if learning occurs as a result of any of these different approaches, it will occur in keeping with "the laws of learning" on which ABA is based (you may productively think of it as remedial education for the social communications deficits that define autism). In addition, of the myriad of approaches to the treatment of autism spectrum disorders, applied behavior analysis (ABA) has the most research support and some of the best-trained therapists.
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Ancient Japan: An Enthralling Overview of Ancient Japanese History, Starting from the Jomon Period to the Heian Period (Asia) by Enthralling History
English | June 4, 2022 | ISBN: 1956296786 | 196 pages | EPUB | 5.03 Mb
Did you know that the first novel in the world was produced by a Japanese noblewoman?
Back in ancient times, the Japanese depended on Chinese characters (kanji) to write all sorts of documents and manuscripts, ranging from official letters to census records and poetry. It was only during the Heian period (794-1185 CE) that they began to create their very own writing system known today as kana.
While men from the higher social classes would often stick to kanji when producing literary works, kana was mainly used by noblewomen. The most prominent author of the Heian period is known as Murasaki Shikibu, an imperial lady-in-waiting who was responsible for producing the world's first novel called Genji Monogatari, or The Tale of Genji. The novel also provides a detailed insight into the lives and culture of the Japanese people during that era.
The history of ancient Japan is filled with interesting events that involved many influential and legendary figures. However, some of the accounts were also infused with Japanese myths, which might make it difficult for curious readers to distinguish between facts and legends.
But you can safely put your concern aside. With this new Enthralling History book, you will discover an array of information and stories of the ancient Japanese, starting from the prehistoric era up until the Heian period, which saw the birth of the first samurai warriors.
Here's just a small fraction of what you'll discover:How the Jomon period earned its name and the impressive designs of early Japanese pottery.How rice cultivation first arrived in Japan and the transition into a more civilized society.The legendary kingdom of Yamatai and how it rose to power.The unique-looking kofun tombs and legends behind the persons interred within them.Vicious wars and assassinations of powerful figures in the imperial court.Interesting myths and the origins of Shinto, an indigenous Japanese religion.The flourishing culture and architecture of ancient Japan and the arrival of Buddhism.The bloody conflicts between the two earliest samurai clans.And much, much more!Scroll up and click the "add to cart" button to learn more about ancient Japan!
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K. Sara Myers, "Ancient Roman Literary Gardens: Gender, Genre, and Geopoetics"
English | ISBN: 0197773206 | 2024 | 312 pages | PDF | 144 MB
Gardens are not central in Latin literature, but usually somewhere off to the side, as was often the real garden. They appear, however, in some form in nearly all literary genres of Latin literature-history, satire, epigrams, epics, letters, lyric poetry, elegies, and novels-and often edge their way into larger socio-economic and political discussions about Roman identity, gender, wealth, and land use. Through an analysis of ancient garden studies and close readings of major Latin texts from the first centuries BCE and CE, K. Sara Myers examines the function and representation of garden descriptions in the work of a broad range of Roman authors, such as Cicero, Catullus, Vergil, Varro, Horace, Ovid, Petronius, Columella, Statius, and Pliny the Elder and Younger.
While most of the sources in this study are poetic and their gardens fictional, it is still important to situate these works in their cultural and historical contexts. By understanding how to interpret the importance of these spaces in the literature in which they appear, readers will not only better comprehend the aesthetic and ethical values of the work in question, but they will also gain a better insight into ancient Roman attitudes toward gender, art, and human relationships with nature. Myers shows how some Romans constructed the garden as a space under male control: Men are cultivators, while women are cultivated. Literary gardens can symbolize a range of positive masculine ideals and identities for elite men-from the rustic farmer to the philosopher-but can also represent unmanly luxury and leisure. Women in gardens are usually sexualized, depicted as virginal or sexually transgressive, especially when they attempt to express ownership over these spaces. In almost all these texts, the artificial and artistic arrangement of the raw material of nature invites self-reflexivity, which Myers calls "geopoetics," or a "poetics of the earth."
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DK, "Animal"
English | ISBN: 0241383927 | 2024 | 72 pages | EPUB | 33 MB
Teach your child about the wildlife of the world and help them become an animal expert
Delve into the enchanting world of animals with this book filled with breath-taking images and incredible facts.
Which animal is the tallest? What's the difference between frogs and toads? How do animals use colour to ward off predators? Find out in Eyewitness Animal and become an animal expert.
From creepy crawlies and bugs to the blue whale, discover all about animal behaviour and evolution. Study the body systems and senses of various animal groups and explore their varied habitats and diets. Learn about animals that have been extinct for millions of years and find out what can be done to conserve those on the verge of extinction. Discover the animals that are part of different myths and legends across cultures and why.
Great for projects or just for fun, learn everything you need to know about animals in this fact-filled book for kids.
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Anonymization of Electronic Medical Records to Support Clinical Analysis By Aris Gkoulalas-Divanis, Grigorios Loukides (auth.)
2013 | 72 Pages | ISBN: 1461456673 | PDF | 2 MB
Anonymization of Electronic Medical Records to Support Clinical Analysis closely examines the privacy threats that may arise from medical data sharing, and surveys the state-of-the-art methods developed to safeguard data against these threats. To motivate the need for computational methods, the book first explores the main challenges facing the privacy-protection of medical data using the existing policies, practices and regulations. Then, it takes an in-depth look at the popular computational privacy-preserving methods that have been developed for demographic, clinical and genomic data sharing, and closely analyzes the privacy principles behind these methods, as well as the optimization and algorithmic strategies that they employ. Finally, through a series of in-depth case studies that highlight data from the US Census as well as the Vanderbilt University Medical Center, the book outlines a new, innovative class of privacy-preserving methods designed to ensure the integrity of transferred medical data for subsequent analysis, such as discovering or validating associations between clinical and genomic information. Anonymization of Electronic Medical Records to Support Clinical Analysis is intended for professionals as a reference guide for safeguarding the privacy and data integrity of sensitive medical records. Academics and other research scientists will also find the book invaluable.
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Er. R.K. Dhawan, "Applied Mechanics"
English | 2011 | ISBN: 812193592X | PDF | pages: 240 | 30.4 mb
Basic Concepts * Laws of Forces * Moments * Centre of Gravity * Simple Machines * Moment of Inertia * Laboratory Experiments * Model Test papers
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Applied Multidimensional Scaling of Asymmetric Relationships
English | 2024 | ISBN: 9819748712 | 206 Pages | PDF EPUB (True) | 20 MB
This is the first book that focusses the attention on applying asymmetric multidimensional scaling (MDS) and describes how to apply it in a practical manner. The book provides the know-how for prominent methods of asymmetric MDS: analysis of asymmetric relationships and the efficient use of programs of asymmetric MDS based on a distance model. These features will facilitate the work of researchers and enlighten students in disciplines such as statistics, psychology, sociology, education, marketing science, medicine, education, and other fields. Support is provided for practitioners in these areas who are, for instance, developing new products or services, investigating dominance relationships among brands or products, researching the use of antibiotics against resistance bacteria, and developing items for tests. This informative book demonstrates the analyses of data from diverse areas to show how asymmetric relationships are prevalent in real-world relationships and helps readers grasp the meanings and implications of those relationships. The results of the analyses illustrate the importance of analyzing asymmetric relationships that cannot be perceived by analysis using traditional methods, which ignore asymmetry in the data.
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Prabhakar Keni, Sandhya V. Chitale, "Applied Physics (Course Code BSC102) For First Year Engineering, University of Mumbai, Semester 1"
English | ISBN: 9355839804 | 2024 | 164 pages | PDF | 26 MB
Delve into the fascinating world of Applied Physics with this comprehensive textbook from the University of Mumbai. Designed for first-year engineering students across all branches, this book covers a diverse range of topics, including Lasers, Fibre Optics, Interference in Thin Films, Electrodynamics, Quantum Physics, and the Basics of Semiconductor Physics. With a conceptual approach and step-by-step solutions to numerical problems, this book aims to simplify complex concepts through easy language. It also provides solutions to the latest previous university question papers, making it an invaluable resource for exam preparation. Authored by esteemed professors, this textbook promises to be a reliable companion in your journey through the fundamentals of Applied Physics.
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Richard C Brown, "ARE SCIENCE AND MATHEMATICS SOCIALLY CONSTRUCTED? A MATHEMATICIAN ENCOUNTERS POSTMODERN INTERPRETATIONS OF SCIENCE"
English | ISBN: 9812835245 | 2009 | 317 pages | PDF | 2 MB
This book is a history, analysis, and criticism of what the author calls "postmodern interpretations of science" (PIS) and the closely related "sociology of scientific knowledge" (SSK). This movement traces its origin to Thomas Kuhn's revolutionary work, The Structure of Scientific Revolutions (1962), but is more extreme. It believes that science is a "social construction", having little to do with nature, and is determined by contextual forces such as the race, class, gender of the scientist, laboratory politics, or the needs of the military industrial complex. Since the 1970s, PIS has become fashionable in humanities and ethnic or women's studies, as well as in the new academic field of science, technology, and society. It has been attacked by numerous authors and the resulting conflicts led to the so-called Science Wars of the 1990s. While the present book is also critical of PIS, it focuses on its intellectual and political origins and tries to understand why it became influential in the 1970s. The book is both an intellectual and a political history. It examines the thoughts of Karl Popper, Karl Mannheim, Ludwik Fleck, Thomas Kuhn, Paul Feyerabend, David Bloor, Steve Shapin, Bruno Latour, and PIS-like doctrines in mathematics. It also describes various philosophical contributions to PIS ranging from the Greek sophists to 20th century post-structuralists and argues that the disturbed political atmosphere of the Vietnam War era was critical to the rise of PIS.
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Artificial Integrity: The Paths to Leading AI Toward a Human-Centered Future by Hamilton Mann
English | October 29, 2024 | ISBN: 139429798X | 304 pages | MOBI | 2.22 Mb
Navigating the transitions to the future of AI―Integrity over Intelligence
Envision a world where artificial intelligence can deliver integrity-led outcomes seamlessly, adapting to diverse cultural context, value models, and situational nuances, countering subconscious biases, all while operating in an advanced human-centered manner. This is the promise of Artificial Integrity.
In Artificial Integrity, digital strategist, technologist, doctoral researcher, acclaimed management thinker, and seasoned business executive Hamilton Mann emphasizes that the challenge of AI is in ensuring systems that exhibit integrity-led capabilities over the pursuit of mere general or super intelligence.
Mann tackles the inadequacies of traditional ethical frameworks in handling the complexities of new AI technologies to make them trustworthy and reliable as they profoundly impact human lives.
Introducing the transformative concept of "artificial integrity," Mann proposes a paradigm shift, defining a "code of design" to ensure AI systems align with, amplify, and sustain human values and societal norms, maximizing integrity-led AI outcomes.
Artificial Integrity discusses practical insights into driving a future where AI enhances, without replacing, human capabilities while being inclusive and reflective of diverse human experiences, emphasizing human agency.
The book offers:Guiding posts and step-by-step solutions for designing, implementing and continuously aligning AI development to responsibly advance human and artificial co-intelligenceStrategies and actionable advice for integrating AI into business and societal structuresPractical paths toward managing the transition to the future of AI for human productivity and decision-making while maintaining sustainable trustworthinessArtificial Integrity is essential for anyone involved in AI development, from executives, business leaders, and managers to entrepreneurs, tech enthusiasts and policymakers. It's also perfect for laypeople interested in how AI intersects with society. Dive into this compelling and thought provoking read to ensure you are prepared for the challenges and opportunities that lie ahead in a human-centered AI-driven future.
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