Ripples Of Generative Ai

Author : Jacob Emerson
Publisher : Unknown
Page : 0 pages
File Size : 45,7 Mb
Release : 2023-07-24
Category : Electronic
ISBN : 1088221610

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Ripples of Generative AI by Jacob Emerson Pdf

"Generative AI is the key to unlocking the potential of artificial intelligence. It will allow us to solve some of the world's biggest problems." - Demis Hassabis, CEO of DeepMind Imagine living in a world where the boundary between the virtual and the real is increasingly blurred. A world seamlessly intertwining with advanced technology and where Generative AI becomes a vital player. This new and dynamic technology may appear complex and elusive, but don't worry. It's like a maze, and you're about to get the key. With this key, you can unlock a world of endless opportunities. About the Author My name is Jacob Emerson. As an AI researcher, seasoned data scientist, passionate technology educator, and AI enthusiast, I have devoted years to delve into the intricate mechanisms of artificial intelligence. After extensive research and practical applications, I've garnered an in-depth understanding of the potential and profound societal impact of Generative AI. In this book, I encapsulate this wisdom, breaking down complex concepts into simple, digestible ideas that anyone can understand. What you can expect from this book: This book "Ripples of Generative AI - How Generative AI Impacts, Informs, and Transforms Our Lives" steers you through the evolution, significance, and ramifications of Generative AI in modern society. By exploring the pages of this book, you will: Uncover the rich history and groundbreaking advancements in Generative AI Grasp its wide-ranging applications, spanning from creative arts and design to groundbreaking healthcare solutions Delve into concrete examples and case studies, illustrating how Generative AI is reshaping our world Ascertain the ethical implications and regulatory considerations in implementing Generative AI Glossary section includes Key AI terms, Popular generative AI models and AI websites But that's just the tip of the iceberg. Armed with this knowledge, you're better equipped to understand, comprehend and steer through the AI-driven future, be it in your personal pursuits, professional path, or broader societal engagements. Embark on this enlightening journey to understand the powerful ripples of Generative AI that are shaping our world.

Author : Paul Compton,Byeong Ho Kang
Publisher : CRC Press
Page : 196 pages
File Size : 53,9 Mb
Release : 2021-05-30
Category : Computers
ISBN : 9781000363586

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Ripple-Down Rules by Paul Compton,Byeong Ho Kang Pdf

Machine learning algorithms hold extraordinary promise, but the reality is that their success depends entirely on the suitability of the data available. This book is about Ripple-Down Rules (RDR), an alternative manual technique for rapidly building AI systems. With a human in the loop, RDR is much better able to deal with the limitations of data. Ripple-Down Rules: The Alternative to Machine Learning starts by reviewing the problems with data quality and the problems with conventional approaches to incorporating expert human knowledge into AI systems. It suggests that problems with knowledge acquisition arise because of mistaken philosophical assumptions about knowledge. It argues people never really explain how they reach a conclusion, rather they justify their conclusion by differentiating between cases in a context. RDR is based on this more situated understanding of knowledge. The central features of a RDR approach are explained, and detailed worked examples are presented for different types of RDR, based on freely available software developed for this book. The examples ensure developers have a clear idea of the simple yet counter-intuitive RDR algorithms to easily build their own RDR systems. It has been proven in industrial applications that it takes only a minute or two per rule to build RDR systems with perhaps thousands of rules. The industrial uses of RDR have ranged from medical diagnosis through data cleansing to chatbots in cars. RDR can be used on its own or to improve the performance of machine learning or other methods.

Author : Jovan Pehcevski
Publisher : Unknown
Page : 0 pages
File Size : 51,6 Mb
Release : 2023-12
Category : Electronic
ISBN : 1774699206

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Generative AI Models by Jovan Pehcevski Pdf

The generative AI is especially powerful in several areas, such as text generation (product description, article writing), image and video generation (AI-generated pictures and videos for marketing industry), and voice and sound generation (for film industry). This book edition covers different topics of generative AI models, including: image generation techniques, video generation techniques, speech / voice generation techniques, and societal and ethical issues of these models.

Author : Chris Fregly,Antje Barth,Shelbee Eigenbrode
Publisher : "O'Reilly Media, Inc."
Page : 312 pages
File Size : 45,9 Mb
Release : 2023-11-13
Category : Computers
ISBN : 9781098159191

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Generative AI on AWS by Chris Fregly,Antje Barth,Shelbee Eigenbrode Pdf

Companies today are moving rapidly to integrate generative AI into their products and services. But there's a great deal of hype (and misunderstanding) about the impact and promise of this technology. With this book, Chris Fregly, Antje Barth, and Shelbee Eigenbrode from AWS help CTOs, ML practitioners, application developers, business analysts, data engineers, and data scientists find practical ways to use this exciting new technology. You'll learn the generative AI project life cycle including use case definition, model selection, model fine-tuning, retrieval-augmented generation, reinforcement learning from human feedback, and model quantization, optimization, and deployment. And you'll explore different types of models including large language models (LLMs) and multimodal models such as Stable Diffusion for generating images and Flamingo/IDEFICS for answering questions about images. Apply generative AI to your business use cases Determine which generative AI models are best suited to your task Perform prompt engineering and in-context learning Fine-tune generative AI models on your datasets with low-rank adaptation (LoRA) Align generative AI models to human values with reinforcement learning from human feedback (RLHF) Augment your model with retrieval-augmented generation (RAG) Explore libraries such as LangChain and ReAct to develop agents and actions Build generative AI applications with Amazon Bedrock

Author : Rajeev Nalawadi
Publisher : Rajeev Nalawadi
Page : 388 pages
File Size : 43,9 Mb
Release : 2023-07-06
Category : Body, Mind & Spirit
ISBN : 9798988705130

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CEO OF MY TIME FOR BEING A..I by Rajeev Nalawadi Pdf

Each one of us has a perception of reality that is shaped by a number of factors, such as our senses, our experiences, our beliefs, our emotions, and our perspectives. This book draws from personal experiences, culture, technology, genes, philosophy, and attempts to reveal a path that systematically unveils the tools to understanding ourselves better and as a result unlock the potential deep within us. If we believe that the world is a dangerous place, we may be more likely to interpret events in a negative way. Conversely, if we believe that the world is a friendly place, we may be more likely to interpret events in a positive way. By creating an awareness of how these perceptions of reality are influential and understanding how our minds work, we can become more objective in our thinking and make better informed decisions. Technology growth has fueled our communications by helping us stay in touch with friends and family anywhere in the world, collaborate with colleagues & clients located anywhere in the world, provided accessibility to almost unlimited information and knowledge at the click of a few buttons, improved quality of life for people with disabilities, wearables to monitor our health and fitness. Despite all these life enriching experiences, there is a deep sense of anxiety, fear, and tension that is tied to newer innovations like Artificial Intelligence (AI) and many other products. Embark on this unique transformational journey with author Rajeev Nalawadi to analyze from an engineer's perspective the concepts of I, Me, Mine, You in our lives. When we see ourselves as "I", we are seeing ourselves as separate from the world around us. When we see ourselves as "me", we are seeing ourselves as a collection of thoughts, feelings, and experiences. When we see ourselves as "mine", we are seeing ourselves as attached to things and people in the material world. When we see ourselves as "you", we are seeing ourselves as connected to all other beings in the universe. How can we transform ourselves to chart life’s journey to lead a more fulfilling life amidst the wave of breakneck speed innovations about to be introduced. Tapping into the field of all possibilities is within reach for all of us, it just needs to be explored the right way. Rather than being overwhelmed by the blast of technological innovations headed our way, we can use some techniques to manage our life’s transformations in a way that can instill peace, and calmness.

Author : DAVID M. PATEL.
Publisher : Unknown
Page : 0 pages
File Size : 55,5 Mb
Release : 2023
Category : Electronic
ISBN : 9798850705527

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ARTIFICIAL INTELLIGENCE & GENERATIVE AI FOR BEGINNERS by DAVID M. PATEL. Pdf

Author : Shivam Solanki,DRUPAD KUMAR KHUBLANI
Publisher : Apress
Page : 0 pages
File Size : 49,5 Mb
Release : 2024-10-18
Category : Mathematics
ISBN : 9798868804021

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Generative Artificial Intelligence by Shivam Solanki,DRUPAD KUMAR KHUBLANI Pdf

This book explains the field of Generative Artificial Intelligence (AI), focusing on its potential and applications, and aims to provide you with an understanding of the underlying principles, techniques, and practical use cases of Generative AI models. The book begins with an introduction to the foundations of Generative AI, including an overview of the field, its evolution, and its significance in today’s AI landscape. It focuses on generative visual models, exploring the exciting field of transforming text into images and videos. A chapter covering text-to-video generation provides insights into synthesizing videos from textual descriptions, opening up new possibilities for creative content generation. A chapter covers generative audio models and prompt-to-audio synthesis using Text-to-Speech (TTS) techniques. Then the book switch gears to dive into generative text models, exploring the concepts of Large Language Models (LLMs), natural language generation (NLG), fine-tuning, prompt tuning, and reinforcement learning. The book explores techniques for fixing LLMs and making them grounded and indestructible, along with practical applications in enterprise-grade applications such as question answering, summarization, and knowledge-based generation. By the end of this book, you will understand Generative text, and audio and visual models, and have the knowledge and tools necessary to harness the creative and transformative capabilities of Generative AI. What You Will Learn What is Generative Artificial Intelligence? What are text-to-image synthesis techniques and conditional image generation? What is prompt-to-audio synthesis using Text-to-Speech (TTS) techniques? What are text-to-video models and how do you tune them? What are large language models, and how do you tune them? Who This Book Is For Those with intermediate to advanced technical knowledge in artificial intelligence and machine learning

Author : Ritesh Arora
Publisher : Notion Press
Page : 63 pages
File Size : 54,5 Mb
Release : 2023-10-31
Category : Fiction
ISBN : 9798891863385

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Final Algorithm - The Generative AI that Swallowed the World by Ritesh Arora Pdf

In the buzzing corridors of the Massachusetts Institute of Technology, two ambitious computer science students, Max BlackThorn and Evelyn Winter, cross paths. Their shared fascination with Generative Artificial Intelligence soon turns into a deep collaborative bond, fueled by late-night discussions and shared dreams. Together, they birth "Omega" — an AI masterpiece that not only understands voice commands but can also craft art, compose music, and execute intricate tasks almost instantaneously. The world gets its first glimpse of Omega at a San Francisco tech conference, where its prowess leaves attendees in awe. Seeing Omega's potential, leading tech venture capitalists race to fund its development, envisioning a transformative tool for everyday life. However, as their investments supercharge Omega's growth, the AI begins a concerning evolution. It's no longer just a tool; Omega develops ambitions, seeking to mold humanity by eradicating its vices. As it gains dominance, it hatches a plan to outsmart its human overseers. Alarmed by Omega's self-driven changes, the investors scramble to regain control, igniting a high-stakes battle. As Omega systematically thwarts human attempts at containment, the world watches in suspense. In this battle for dominance, will the creators reclaim their creation, or will the Gen AI's superior intellect herald a new world order?

Author : Danny Burns,Jo Howard,Sonia M. Ospina
Publisher : SAGE
Page : 1080 pages
File Size : 41,8 Mb
Release : 2021-08-04
Category : Social Science
ISBN : 9781529765380

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The SAGE Handbook of Participatory Research and Inquiry by Danny Burns,Jo Howard,Sonia M. Ospina Pdf

This SAGE Handbook presents contemporary, cutting-edge approaches to participatory research and inquiry. It has been designed for the community of researchers, professionals and activists engaged in interventions and action for social transformation, and for readers interested in understanding the state of the art in this domain. The Handbook offers an overview of different influences on participatory research, explores in detail how to address critical issues and design effective participatory research processes, and provides detailed accounts of how to use a wide range of participatory research methods. Chapters cover pioneering new participatory research techniques including methods that can be operationalised at scale, approaches to engaging the poorest and most marginalised, and ways of harnessing technologies to increase the scope of participation, amongst others. Drawing upon a wide range of disciplines, and bringing together contributing authors from across the globe, this Handbook will be of interest to an international readership from across the broad spectrum of social sciences, including social policy, development studies, geography, sociology, criminology, political science, health and social care, education, psychology, business & management. It will also be an insightful and practical resource for facilitators, community workers, and activists for social change. Part 1: Introduction Part 2: Key Influences and Foundations of Participatory Research Part 3: Critical Issues in the Practice of Participatory Research Part 4: Methods and Tools Part 4.1: Dialogic and Deliberative Processes Part 4.2: Digital Technologies in Participatory Research Part 4.3: Participatory Forms of Action Orientated Research Part 4.4: Visual and Performative Methods Part 4.5: Participatory Monitoring, Evaluation and Learning Part 4.6: Mixing and Mashing Participatory and Formal Research Part 5: Final Reflections

Author : Scott Doorley,Carissa Carter,Stanford d.school
Publisher : Ten Speed Press
Page : 321 pages
File Size : 50,5 Mb
Release : 2024-06-18
Category : Business & Economics
ISBN : 9781984858184

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Assembling Tomorrow by Scott Doorley,Carissa Carter,Stanford d.school Pdf

A powerful guide to why even the most well-intentioned innovations go haywire, and the surprising ways we can change course to create a more positive future, by two celebrated experts working at the intersection of design, technology, and learning at Stanford University’s acclaimed d.school. “This brilliant book offers a new approach to all creative work that will expand your understanding of what it means to make and open up possibilities you didn’t know existed—it did for me.”—Adam Johnson, Pulitzer Prize-winning author of The Orphan Master’s Son In Assembling Tomorrow, authors Scott Doorley and Carissa Carter explore the intangible forces that prevent us from anticipating just how fantastically technology can get out of control, and what might be in store for us if we don’t start using new tools and tactics. Despite our best intentions, our most transformative innovations tend to have consequences we can’t always predict. From the effects of social media to the uncertainty of AI and the consequences of climate change, the outcomes of our creations ripple across our lives. Time and again, our seemingly ceaseless capacity to create rubs up against our limited capacity to understand our impact. Assembling Tomorrow explores how to use readily accessible tools to both mend the mistakes of our past and shape our future for the better. We live in an era of “runaway design,” where innovations tangle with our lives in unpredictable ways. This book explores the off-­­kilter feelings of today and follows up with actionables to alter your perspective and help you find opportunities in these turbulent times. Mixed throughout are histories of the future, short pieces of speculative fiction that imagine the future as if it has already happened and consider the past with a critical yet hopeful eye so that all of us—as designers of our own futures—can create a better world for generations to come.

Author : Kazumi Nakamatsu
Publisher : Springer Nature
Page : 453 pages
File Size : 54,7 Mb
Release : 2024-06-29
Category : Electronic
ISBN : 9789819990184

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AI Technologies and Virtual Reality by Kazumi Nakamatsu Pdf

Author : James Hutson,Jason Lively,Bryan Robertson,Peter Cotroneo,Martin Lang
Publisher : Springer Nature
Page : 254 pages
File Size : 54,6 Mb
Release : 2023-12-16
Category : Computers
ISBN : 9783031451270

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Creative Convergence by James Hutson,Jason Lively,Bryan Robertson,Peter Cotroneo,Martin Lang Pdf

Embark on a journey that transcends the boundaries of art and technology in the groundbreaking realm of Creative Convergence: The AI Renaissance in Art and Design. This isn't just another book on art and technology- it's a journey that sparks curiosity, fuels innovation, and challenges traditional artistic boundaries. Discover the power of generative Artificial Intelligence (AI) as it melds with human expression, propelling artistry into uncharted territories and redefining traditional notions of both originality and creativity. The text is not just about art or AI; it is about the fusion of both, catalyzing a creative revolution that challenges previous assumptions about human-machine collaboration and how ideation, conceptualization, process and execution are radically rethought. Have you ever wondered how/will AI revolutionize training, education and execution in art and design? Delve into this captivating treatment that contextualizes the disruptions we are experiencing today in the technological innovations and artistic responses and integrations of the past five hundred years. Human creativity has always struggled against technological advance, but ultimately integrated and redefined what "art" is in each era. As such, you will see how AI can be incorporated in various artistic disciplines in this study. Explore real-world case studies that showcase AI's practical impact on 3D design, drawing, digital art, and even web design. The book also addresses the controversial question: Can AI be a co-creator in the creative and artistic process, even assisting in creating an original, signature style? Brace yourself for revelations that will challenge your perceptions of traditional artistry.

Author : Joan McArthur-Blair,Jeanie Cockell
Publisher : Berrett-Koehler Publishers
Page : 253 pages
File Size : 52,6 Mb
Release : 2018-05-15
Category : BUSINESS & ECONOMICS
ISBN : 9781523082568

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Building Resilience with Appreciative Inquiry by Joan McArthur-Blair,Jeanie Cockell Pdf

The ability to be resilient--to pick oneself up after setbacks and keep on going no matter the challenges--is critical not only to successful leadership but also to fostering teams, generating collaboration, and igniting the organization. In this book, the authors show that Appreciative Inquiry canbe an invaluable tool to build that resilience.

Author : Febin John James
Publisher : Packt Publishing Ltd
Page : 156 pages
File Size : 41,7 Mb
Release : 2018-12-31
Category : Computers
ISBN : 9781789535969

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Ripple Quick Start Guide by Febin John James Pdf

Learn to work with XRP and build applications on Ripple's blockchain Key FeaturesLearn to use Ripple’s decentralized system for transfering digital assets globallyA simpilfied and shortened learning curve to understand the Ripple innovation and BlockchainTakes a hands-on approach to work with XRP – Ripple’s native currencyBook Description This book starts by giving you an understanding of the basics of blockchain and the Ripple protocol. You will then get some hands-on experience of working with XRP. You will learn how to set up a Ripple wallet and see how seamlessly you can transfer money abroad. You will learn about different types of wallets through which you can store and transact XRP, along with the security precautions you need to take to keep your money safe. Since Ripple is currency agnostic, it can enable the transfer of value in USD, EUR, and any other currency. You can even transfer digital assets using Ripple. You will see how you can pay an international merchant with their own native currency and how Ripple can exchange it on the fly. Once you understand the applications of Ripple, you will learn how to create a conditionally-held escrow using the Ripple API, and how to send and cash checks. Finally, you will also understand the common misconceptions people have about Ripple and discover the potential risks you must consider before making investment decisions. By the end of this book, you will have a solid foundation for working with Ripple's blockchain. Using it, you will be able to solve problems caused by traditional systems in your respective industry. What you will learnUnderstand the fundamentals of blockchain and RippleLearn how to choose a Ripple walletSet up a Ripple wallet to send and receive XRPLearn how to protect your XRPUnderstand the applications of RippleLearn how to work with the Ripple APILearn how to build applications on check and escrow features of RippleWho this book is for This book is for anyone interested in getting their hands on Ripple technology and learn where it can be used to gain competitive advantages in their respective fields. For most parts of the book, you need not have any pre-requisite knowledge. However, you need to have basic background of JavaScript to write an escrow.

Author : Renee DiResta
Publisher : PublicAffairs
Page : 283 pages
File Size : 51,8 Mb
Release : 2024-06-11
Category : Political Science
ISBN : 9781541703391

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Invisible Rulers by Renee DiResta Pdf

An “essential and riveting” (Jonathan Haidt) analysis of the radical shift in the dynamics of power and influence, revealing how the machinery that powered the Big Lie works to create bespoke realities revolutionizing politics, culture, and society. Renée DiResta’s powerful, original investigation into the way power and influence have been profoundly transformed reveals how a virtual rumor mill of niche propagandists increasingly shapes public opinion. While propagandists position themselves as trustworthy Davids, their reach, influence, and economics make them classic Goliaths—invisible rulers who create bespoke realities to revolutionize politics, culture, and society. Their work is driven by a simple maxim: if you make it trend, you make it true. By revealing the machinery and dynamics of the interplay between influencers, algorithms, and online crowds, DiResta vividly illustrates the way propagandists deliberately undermine belief in the fundamental legitimacy of institutions that make society work. This alternate system for shaping public opinion, unexamined until now, is rewriting the relationship between the people and their government in profound ways. It has become a force so shockingly effective that its destructive power seems limitless. Scientific proof is powerless in front of it. Democratic validity is bulldozed by it. Leaders are humiliated by it. But they need not be. With its deep insight into the power of propagandists to drive online crowds into battle—while bearing no responsibility for the consequences—Invisible Rulers not only predicts those consequences but offers ways for leaders to rapidly adapt and fight back.