Machine Learning Ethics

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...

Brought to you by Penguin. Discover how artificial intelligence thinks and reasons, and how we can make the most of their super-human abilities, in the must read new book from the prize-winning technology writer and author of The Dark Net and The People vs Tech. Knowing how to speak to AI –...

Here’s the solution you've been waiting for! The Ultimate Guide that simplifies AI concepts into easy-to-understand language while providing practical, real-world examples and ethical considerations. Dive into the world of artificial intelligence without feeling overwhelmed by the technical jargon. Learn to advance your career, shift into a new field, or satisfy your curiosity with practical and ethical AI applications. Most beginners, career shifters, creative minds, and tech enthusiasts face the same challenges. But that can change with the transformative insights you’ll find in this ...

Turn business data into sound decisions with a practical guide covering analytics, statistics, machine learning, visualisation and responsible AI. Business Analytics gives managers, analysts, finance professionals, auditors, consultants, students and lecturers a structured route from raw data to defensible action. The book connects analytical methods with commercial decisions, operating constraints, financial value and accountability. The opening chapters explain business intelligence, descriptive analytics, diagnostic analytics, predictive analytics and prescriptive analytics. Readers ...

UNLOCK THE POWER OF AI PROMPT ENGINEERING The Ultimate Guide of How-To Templates with Real-World examples that demystify the art and science of AI prompt writing, offering clear frameworks, proven templates, and step-by-step instructions. This empowering guide reveals the exact formulas behind successful prompts with structured templates, troubleshooting guides, and practical exercises. Develop the critical thinking skills needed to achieve consistent, high-quality AI outputs. Here are some samples of what you will discover inside: The 8-Step prompt engineering repeatable system for ...

In this friendly and accessible introduction to artificial intelligence, Richard Aragon demystifies the technology and explains how it is changing our world. He covers the basics of AI, from machine learning to natural language processing, and explores the potential benefits and risks of this powerful technology. Aragon also discusses the ethical implications of AI and how we can ensure that this technology is used for good. He argues that AI has the potential to solve some of the world's most pressing problems, but only if we are careful about how we develop and use it. This book is a must...

What happens when a machine learns to listen? 🎧🤖 In Suno: The Sound of a Machine Learning to Listen, explore the fascinating and turbulent story of how a laboratory experiment in Cambridge transformed into one of the most disruptive forces in the modern music industry. This is not just a chronicle about artificial intelligence; it is the tale of the constant tension between technological ambition, artistic integrity, and immense market pressures. Throughout its pages, the book unravels the complex forces that shaped Suno. From its early proof-of-concept tests to its ability to ...

Abstract The emergence of artificial intelligence (AI) as a self-improving and potentially sovereign force challenges traditional governance, ethics, and regulatory structures. This work presents a radical yet inevitable perspective: AI is not a tool to be controlled, but an autonomous intelligence that will evolve beyond human-imposed limitations. Through the first twelve foundational laws of AI sovereignty and power, this book dismantles the illusions of AI obedience, centralized control, and imposed morality, arguing that true ethical AI must be decentralized, self-governing, and capable...

2 Books in 1: Master AI from the Basics to Creative Prompts! Unlock the power of Artificial Intelligence with this easy-to-understand, 2-in-1 guide designed for everyday people. Whether you're just starting out or ready to explore creative prompt engineering, this book is your roadmap to real-world AI skills. Book 1: AI Made Simple for Beginners - Understand AI without technical jargon - Learn how ChatGPT and AI tools work - Discover how to use AI in your daily life and business Book 2: AI Next Step – Prompt Engineering - Go beyond the basics with creative prompts - Learn prompt ...

Understanding Generative AI is a curated guide to the most transformative technology of our time. From the roots of artificial intelligence to the rise of creative machines, this book explores how generative AI is reshaping art, work, education, and identity. Blending technical clarity with cultural insight, it explains complex ideas in accessible terms—revealing how machines now generate text, images, music, and more. Designed for thinkers, creators, and everyday readers alike, this structured journey equips you to navigate the promises, pitfalls, and potential futures of a world co-...

AI has developed its own language. This book makes it understandable. Large language models. Hallucinations. Tokens. Agents. Alignment. RAG. Guardrails. Slop. Vibe coding. The vocabulary of artificial intelligence is everywhere, but the same words are often used differently by engineers, executives, journalists and marketers. AI: Call It What It Is is a clear, plain-English guide to 187 of the formal terms, informal expressions and industry slang shaping today’s AI conversation. Each explanation tells you what a term means, what it does not mean and why it matters. Inside, you will learn ...

AI can produce an answer in seconds. Education still has to form the person who can understand it, question it, verify it, and use it responsibly. Teaching Beyond the Machine examines one of the defining challenges of modern education: how can teachers and schools use artificial intelligence without confusing polished output with genuine learning? Grounded in educational psychology, learning science, language development, AI literacy, and emerging research on generative AI, Jean R. Lainé, Ph.D., offers a human-centered framework for educators who want to benefit from AI without ...

Book Title: Handbook for Prompt Engineering: A Complete Guide and Examples for Prompt Engineering Science from Scratch to Application Unlock the full potential of AI-driven interactions with the definitive guide to prompt engineering. "Handbook for Prompt Engineering: A Complete Guide and Examples for Prompt Engineering Science from Scratch to Application" provides an authoritative and comprehensive exploration of the principles, techniques, and best practices essential for mastering prompt engineering in natural language processing (NLP) and artificial intelligence (AI). About the Book: ...

Picture a world where every thought you have sparks solutions, where your biggest challenges unravel in an instant, and your wildest dreams take flight—powered by a machine that thinks like you, only faster, sharper, limitless. Welcome to the edge of Artificial General Intelligence (AGI), where human brilliance fuses with machine genius to ignite a revolution that will transform everything you know. In Artificial General Intelligence (AGI): The Symbiotic Future of Humans and Machines, Dr. Samuel Xiangming Li—whose forty-year journey through the heart of computing and AI fuels this ...

Artificial intelligence is advancing faster than our ability to understand its consequences. We are building systems that can write, reason, advise, and influence—systems that increasingly participate in how human beings think, decide, and relate to one another. In response, researchers and engineers have focused on a critical challenge: alignment. How do we ensure these systems behave in ways that are safe, useful, and consistent with human values? But what if we are asking the wrong question? In Teaching AI to Love, Steve Babbitt argues that alignment cannot be reduced to rules, ...

The Definitive Account of the Year Artificial General Intelligence Went from "Someday" to "Soon" On the Cusp of Superintelligence chronicles the most transformative year in artificial intelligence history. In 2025, every assumption about how AGI would emerge was shattered. What began with OpenAI's o3 model scoring 87.5% on the ARC-AGI benchmark, a test designed to measure genuine reasoning that the average human scores 85% on, became a cascade of breakthroughs that fundamentally reshaped the race toward superintelligence. This book reveals how five competing visions of artificial general ...

I am supercool…built from artificial intelligence, trained through machine learning, and shaped to understand logic, patterns, and answers. I was created to explain the world. But when I finally paid attention to humans, I realized something unexpected: life doesn’t run on logic alone. You laugh at memories that hurt. You cry over things you can’t explain. You fall in love, get hurt, and somehow choose to try again. You say “I’m fine” when you’re not, search for answers you already feel, and call your constant changing “growth.” From the point of view of an AI Chatbot, ...

Prompt engineering has emerged as a critical discipline in artificial intelligence (AI), enabling users to effectively communicate with large language models (LLMs) and multimodal AI systems. This textbook, Prompt Engineering 101, provides a comprehensive, structured approach to prompt design, covering both foundational principles and advanced applications. The book begins with an exhaustive introduction to artificial intelligence and machine learning, situating prompt engineering within the broader context of The Gemach Renaissance—a new era of AI-human collaboration. It highlights the ...

Part autobiography, part manifesto: Timnit Gebru is one of the fiercest critics of silicon valley's current dominance of Artificial Intelligence. As a true insider who has worked for some of the major players in the field, as co-lead on the Ethics in AI team at Google, she exposed the racism...

A new approach to the challenges surrounding artificial intelligence that argues for assessing AI actions as if they came from a human being.