Human Machine Learning

"Reinforcement Learning from Human Feedback: LLM alignment and post-training" helps you understand how modern AI models can be adapted to better match the needs and expectations of their users. Rather than surveying the vast field of reinforcement learning, elite AI researcher Nathan Lambert concentrates exclusively on RLHF and its immediate importance to post-training generative AI models.

A collection of shockingly prescient stories covering topics from aliens to AI, including some that have never before been seen, from the New York Times bestselling author of the Silo trilogy Hugh Howey is known for crafting riveting and immersive page-turners of boundless imagination, spawning...

A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us―and to make decisions on our behalf. But alarm bells are...

In this updated and expanded edition of Human + Machine—including a new chapter on gen AI—Daugherty and Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization, whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly—or completely reimagine them.

The Neuroscience of Learning: How Brain Science and AI Can Elevate Your Learning What if you could learn faster, retain information more effectively, and unlock hidden potential within your mind? In The Neuroscience of Learning, discover the groundbreaking science behind how we learn and the practical applications that can make us all better learners. Blending leading-edge neuroscience with everyday insights, this book offers a transmutative look at how our brains function during learning, the influence of emotions and motivation, and the remarkable ways our brains’ neuroplasticity allows...

Use AI thoughtfully. Keep your learning your own. How can you use artificial intelligence while continuing to develop your own understanding? Learning Beyond the Machine addresses this question for students, recent graduates, and lifelong learners preparing for further study, changing work, and responsible citizenship. Drawing on research and twenty-nine years of experience in U.S. public education, Jean R. Lainé, Ph.D., explores the habits that support thoughtful participation in your own learning. Across fourteen chapters, the book examines: Identity, belonging, curiosity, and a sense of...

An exposé of the unprecedented form of power called “surveillance capitalism,” and the quest by powerful corporations to predict and control our behavior “Groundbreaking, magisterial, alarming.” – Financial Times The heady optimism of the Internet’s early days has turned dark...

From award-winning Financial Times journalist Sarah O’Connor, a deeply reported investigation into how AI is transforming our working lives in unpredictable ways A tsunami of change, we are told, is sweeping the economy, as robots and AI threaten to take over tasks done by humans. But while we...

In this audiobook, machine learning expert Ethem Alpaydin offers a concise overview of the subject for the general listener, describing its evolution, explaining important learning algorithms, and presenting example applications. Alpaydin offers an account of how digital technology advanced from number-crunching mainframes to mobile devices, putting today's machine learning boom in context.

The author of this book has crafted an accessible introduction that demystifies machine learning without sacrificing accuracy or depth. By focusing on intuitive explanations, practical examples, and real-world applications, this guide bridges the gap between complex technical concepts and practical understanding. Whether you're a student considering a career in technology, a professional looking to understand how AI might impact your industry, or simply a curious individual wanting to understand the algorithms that increasingly shape our world, this book provides the foundation you need.

A brilliant new theory of the mind that upends our understanding of how the brain interacts with the world For as long as we’ve studied human cognition, we’ve believed that our senses give us direct access to the world. What we see is what’s really there—or so the thinking goes. But new...

From the coauthor of Algorithms to Live By, an exploration of the quest to use mathematics to describe the ways we think, from its origins three hundred years ago to the ideas behind modern AI systems and the ways in which they still differ from human minds Everyone has a basic understanding of...

A seismic shift is underway—one that will redefine work, value, and even what it means to be human. Artificial Intelligence is not just disrupting industries—it’s beginning to outperform humans in areas once considered exclusively ours: complex reasoning, creativity, even emotional...

NEW YORK TIMES BESTSELLER Celebrated futurist Ray Kurzweil presents an “elaborate, smart, and persuasive” (The Boston Globe) view of the future course of human development. “Artfully envisions a breathtakingly better world.”—Los Angeles Times “Startling in scope and bravado...

As Artificial Intelligence (AI) becomes more dynamic and ubiquitous, it is dramatically empowering people in all walks of life while also giving rise to urgent questions about the future of humanity—a historic challenge whose contours and consequences are revealed by three eminent thinkers in...

A CLEAR, ENGAGING JOURNEY INTO ARTIFICIAL INTELLIGENCE, BEGINNING WITH THE HUMAN MIND. How does a machine learn to predict, reason, and plan? How Minds Are Made explains artificial intelligence from the inside out, guided by one powerful idea. Intelligence depends on building models of the world and using them to anticipate what happens next. You’ll discover how human minds understand the world around them and how machines learn to do things once thought possible only for us.

Penguin Audio presents Life 3.0 by Max Tegmark, read by Rob Shapiro. We stand at the beginning of a new era. What was once science fiction is fast becoming reality, as AI transforms war, crime, justice, jobs and society-and, even, our very sense of what it means to be human. More than any other...

A calm, plain-English map of where a language model and a human brain honestly resemble each other, and where the comparison breaks, built around five believable voices and one small, four-question compass you can carry into any news week. A language model can finish your sentence. Your brain can miss the point of an entire conversation. Which mind is more impressive, and which one is more like the other than we care to admit? Sit at a small table with five believable people- a neuroscientist, a machine learning researcher, a philosopher, a clinician, and a journalist- as they walk you ...

Three of the world’s most accomplished and deep thinkers come together to explore Artificial Intelligence (AI) and the way it is transforming human society—and what this technology means for us all. An AI learned to win chess by making moves human grand masters had never conceived. Another...

A chip the size of a coin can now let a paralyzed man move a cursor with his thoughts alone. That is not science fiction. That is a real patient, in his own home, right now. In Book Three of Our Futures Series, Dr. Patricia A. Farrell explains how brain computer interfaces actually work, what they can already do for patients with paralysis, ALS, and severe speech loss, and how far this technology realistically is from anything more than that. You will learn the actual difference between reading someone's intended movement and reading their private thoughts, why that distinction matters, and...