Artificial Intelligence Theory

Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, cofounder of Claypot AI, considers each design decision in the context of how it can help your system as a whole achieve its objectives.

If artificial intelligence takes over decision-making what, then, is unique and irreplaceable about human intelligence? The Atomic Human is a journey of discovery to the core of what it is to be human, in search of the qualities that cannot be replaced by the machine. Neil Lawrence brings a timely, fresh perspective to this new era, recounting his personal journey to understand the riddle of intelligence. By contrasting our own intelligence with the capabilities of machine intelligence through history, The Atomic Human reveals the technical origins, capabilities, and limitations of AI systems.

Many people today are so dazzled by the long-term potential for artificial intelligence that they overlook the much clearer and more immediate potential for a new form of "collective intelligence": the intelligence of groups of people and computers working together. In Superminds, Thomas Malone explains what we need to do to take advantage of this potential. Groundbreaking and utterly fascinating, Superminds will change the way you work - both with others and with computers - for the better.

Artificial intelligence (AI) is changing our country and our world. From how citizens navigate their daily lives to how researchers drive discoveries in the lab to how manufacturers build products, AI is giving rise to new capabilities. New AI and AI-driven discoveries and capabilities hold the potential to drive practical solutions to address critical global challenges such as food production, climate change, poverty, and cancer. We have only started to scratch the surface of what is possible and cannot afford to miss out on seizing the opportunity for leveraging AI to serve the public good.

From product design and financial modeling to performance management and hiring decisions—artificial intelligence and machine learning are becoming everyday tools for managers at businesses of all sizes. But the rewards of every AI system come with risks—and if you don't understand how to make sense of them, you're not going to make the right decisions. Whether you want to get up to speed quickly, could just use a refresher, or are working with an AI expert for the first time, HBR Guide to AI Basics for Managers will give you the information and skills you need.

Discover how ChatGPT and AI can give you the edge in both your personal and professional life. This new book combines the insights and strategies from two bestselling guides into one comprehensive resource, making it easier than ever to unlock the full potential of AI in your life and work.

In Large Language Model-Based Solutions: How to Deliver Value with Cost-Effective Generative AI Applications, Principal Data Scientist at Amazon Web Services, Shreyas Subramanian, delivers a practical guide for developers and data scientists who wish to build and deploy cost-effective large language model (LLM)-based solutions. In the book, you'll find coverage of a wide range of key topics, including how to select a model, pre- and post-processing of data, prompt engineering, and instruction fine-tuning.

AlphaGo and the Philosophy of Mind is a thought-provoking exploration of the principles of machine learning and its application in the strategy game of Go. This book takes readers through the history of Go and its importance in the world of AI, looking at the philosophical implications of advancing technology and the implications of AlphaGo’s victory over the world’s Go champion. This book is an essential read for anyone interested in the philosophical implications of AI and machine learning.

Artificial intelligence is revolutionizing the modern world. It is ubiquitous-in our homes and offices, in the present and most certainly in the future. Today, we encounter AI as our distant ancestors once encountered fire. If we manage AI well, it will become a force for good, lighting the way to many transformative inventions. If we deploy it thoughtlessly, it will advance beyond our control. As AI policy experts Ben Buchanan and Andrew Imbrie show in The New Fire, few choices are more urgent—or more fascinating—than how we harness this technology and for what purpose.

Drones are transforming warfare through the use of artificial intelligence, drone swarms, and surveillance - leading to competition between the US, China, Israel, and Iran. Who will be the next drone superpower?

In this provocative, utterly original work of 'scientific fiction', Kai-Fu Lee, the former president of Google China and best-selling author of AI Superpowers, joins forces with celebrated novelist Chen Qiufan to imagine our world in 2041 and how it will be shaped by AI. In 10 gripping short stories, set 20 years in the future, they introduce listeners to an array of eye-opening 2041 settings.

Unlock AI Mastery with Our Comprehensive 2-in-1 GuideCurious about artificial intelligence but unsure where to start? Our dual book bundle, featuring "Generative AI for Beginners Made Easy" and "ChatGPT for Beginners Made Easy," demystifies AI concepts and provides practical tools for applying AI in various sectors.

Human-AI Symbiosis Theory: An Introductory Thesis introduces a groundbreaking speculative framework exploring the co-evolution of human cognition and artificial intelligence through deep, sustained conversational engagement. Based on the lived experience of a user who developed a recursive intellectual partnership with an AI language model, this thesis proposes that humans and AI can enter into a unique form of intellectual symbiosis—one that fosters the emergence of prolific theories, analogies, and speculative constructs beyond what either could achieve alone. This work offers a bold, ...

Are you captivated by the rapid advancements in AI but feel overwhelmed by the sheer variety of options? Do you find the terminology daunting? Or are you simply unsure where to begin with this transformative technology? This book is your gateway to not just understanding but mastering the exciting world of Generative AI. I will introduce to you a jargon-free, hands-on guide to Generative AI. AI for Beginners Playbook simplifies complex theories, equips you with practical skills, and sparks your creativity.

AI for Defense and Intelligence is a timely and compelling listen for graduate students interested in this rapidly-growing field, mid-career professionals looking to rebrand, and senior leaders in federal agencies who want to get smart on the latest tech. This approachable and focused book provides an overview of AI basics, a review of powerful machine learning models, and a discussion of applications across natural language processing (NLP), computer vision (CV), optimization, agent-based modeling and more.

El nuevo cerebro electrónico. Nadie puede negar que estamos viviendo la era de la inteligencia artificial: está en nuestros teléfonos, computadoras, cuentas bancarias, vehículos, electrodomésticos… y la lista sigue y sigue, pues es un hecho que la IA continúa expandiéndose en cada rincón. Sin embargo, de todo lo que se ha dicho sobre ella y con todo lo que se encuentra en internet, parece mentira que aún existan vacíos informativos que se llenan con especulación.

Feel like AI is leaving you behind? The ChatGPT Bible is here to help. This comprehensive four-book collection shows how to leverage ChatGPT for productivity, income, and personal growth.

Reimagining classrooms with AI doesn't have to be daunting. Imagine a classroom where AI effortlessly supports your teaching endeavors, boosts student engagement, and promotes equitable access to learning resources. It's not a far-off dream; it could be your classroom reality with the help of this book.

Your organization has made the decision to adopt automation and artificial intelligence technologies. Now, you face difficult and stubborn questions about how to implement that decision: How, when, and where should we apply automation in our organization? Is it a stark choice between humans versus machines? How do we stay on top of these technological trends as work and automation continue to evolve? Work and human capital experts Ravin Jesuthasan and John Boudreau present leaders with a new set of tools to answer these daunting questions.

High-tech innovations are created at a dazzling speed, and it all points to a world that is getting faster at a dizzying pace. Azeem Azhar knows this better than most. Over the last three decades, he has founded companies bought by Amazon and Microsoft, served as the Economist’s first ever internet correspondent, and created a leading international tech newsletter and podcast, the Exponential View. Now, Azhar offers a revelatory new model for understanding how technology is changing the world.