Artificial Intelligence

The deep-learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep-learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy.

Generative AI is the hottest topic in tech. This practical book teaches machine learning engineers and data scientists how to use TensorFlow and Keras to create impressive generative deep learning models from scratch, including variational autoencoders (VAEs), generative adversarial networks (GANs), Transformers, normalizing flows, energy-based models, and denoising diffusion models.

Large language models (LLMs) and diffusion models such as ChatGPT and Stable Diffusion have unprecedented potential. Because they have been trained on all the public text and images on the internet, they can make useful contributions to a wide variety of tasks. And with the barrier to entry greatly reduced today, practically any developer can harness LLMs and diffusion models to tackle problems previously unsuitable for automation. With this book, you'll gain a solid foundation in generative AI, including how to apply these models in practice.

How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances? Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times best-selling author Martin Ford uncovers the truth behind these questions from some of the brightest minds in the artificial intelligence community.

Artificial intelligence does the seemingly impossible - driving cars, trading stocks, and teaching children. But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.

Whether you’re an artist, a technologist, or simply curious about the future of creativity, this audiobook offers a comprehensive and accessible exploration of how AI is transforming the arts. Packed with insights, examples, and forward-thinking perspectives, it’s a must-listen for anyone looking to stay ahead in an age where algorithms meet imagination.

In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet game-changing economics of AI. Now, in Power and Prediction, they go deeper, examining the most basic unit of analysis: the decision. The authors explain that the two key decision-making ingredients are prediction and judgment, and we perform both together in our minds, often without realizing it.

In 2023, hundreds of machine-learning scientists signed an open letter warning about our risk of extinction from smarter-than-human AI. Yet today, the race to develop superhuman AI is only accelerating, as many tech CEOs throw caution to the wind, aggressively scaling up systems they don't understand—and won’t be able to restrain. There is a good chance that they will succeed in building an artificial superintelligence on a timescale of years or decades. And no one is prepared for what will happen next.

Artificial intelligence surrounds us. More and more of the systems and services you interact with every day are based on AI technology. Most AI is narrowly specific; that is, it can only do a single thing, in a single context. Human intelligence is different. We can solve a variety of tasks, including those we have not seen before. In Artificial General Intelligence, Julian Togelius explores technical approaches to developing more general artificial intelligence and asks what general AI would mean for human civilization.

What happens when human labor becomes obsolete, money becomes meaningless, and reality becomes a deepfake? The Great Harvest: AI, Labor, and the Bitcoin Lifeline is a prophetic manifesto for anyone who refuses to be harvested in the age of automation and fiat collapse. Written by Adam Livingston, author of The Bitcoin Age, this book is part philosophical treatise, part survival guide, and part financial red pill for a world spiraling toward synthetic control. With blistering insight, dark humor, and razor-sharp analysis, Livingston unpacks the greatest shift in human history: the transition...

Alex Vail took a sabbatical from his job on the board of one of the country's leading manufacturers to conduct several research projects, including the largest ever study into the UK's corporate AI capabilities. In total, he surveyed 234 senior leaders and interviewed 92 executives from FTSE350 companies to identify why digital transformations succeed or fail; the data dependency of organisations; and their levels of data literacy at senior levels.

Artificial intelligence powers Google's search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues.

Advances in Generative Artificial Intelligence (GAI) have created a new class of computer systems that exhibit astonishing proficiency on a wide variety of tasks with superhuman performance, producing novel text, images, music, and software by analyzing enormous collections of digitized information. Soon, these systems will provide expert medical care; offer legal advice; draft documents; write computer programs; tutor our children; and generate music and art. These advances will accelerate progress in science, art, and human knowledge, but they will also bring new dangers.

In this book, the author discusses the various intricacies of Artificial Intelligence Fundamentals. The book is written for those with or without a technical background.

Are you curious about Artificial Intelligence but feel bombarded by technical jargon? Do you want to learn about AI without diving into complex programming languages? Or maybe you're interested in how AI could revolutionise your career or daily life. You're not alone. Many lifelong learners, from teens to seniors, seek to unlock AI's potential but are stuck on where to start. This book is crafted to change that. Here’s a taste of what you’ll uncover.

Tap into the future of wealth creation with the power of ChatGPT and AI-driven automation, and unlock new ways to elevate your financial success beyond imagination…

Harness the power of AI for your business, even if you're overwhelmed by its complexity! Are you a business owner searching for innovative ways to stay competitive? Is the thought of integrating Artificial Intelligence (AI) into your operations intimidating? Do you see the potential of AI but don't know where to start? As a business owner, time is your most valuable asset. You need visible results – fast. However, the complex world of AI can be daunting.

This literary tome offers a comprehensive perspective on the paradigms, theories, and methodologies of artificial intelligence. The discourse delves into the intricate mathematical underpinnings, the sweeping panorama of technological advancements, the profound ramifications for society, and the tantalizing prospects for the future of AI.

Looking to multiply your earnings without multiplying your hours? This practical blueprint shows business owners and digital pioneers how to leverage modern technology and smart systems for hands-off revenue.

Artificial intelligence is no longer a tool we control—it’s a force quietly taking control of us. From influencing your thoughts and decisions to redefining humanity itself, AI’s dark side is more pervasive and dangerous than you’ve been led to believe. This book pulls back the curtain on the hidden threats and ethical dilemmas of the AI revolution—and reveals why you can’t afford to ignore them.