How best to adapt established companies to a rapidly changing economy has long been a topic of debate in both the corporate and academic worlds. This challenge is especially pressing for large organizations that may have grown top-heavy and rigid with time but now need to be light on their feet to stay relevant and profitable. Until now, the best attempts have consisted of plucking tools and methods from the world of start-ups and applying them wholesale in large corporate environments. Most of these efforts have either fizzled or failed outright because they lacked a framework for a comprehensive corporation-sized rollout. The Loop Approach introduces a new series of methods that could help change the course of operations for even the most colossal organizations. Sebastian Klein and Ben Hughes provide a wide-ranging set of guidelines for achieving corporate agility, complete with checklists and worksheets that should prove instantly applicable. Want proof? The methods outlined in The Loop Approach have already been successfully implemented at such European corporate giants as Audi, Deutsche Bahn, and Telekom.

Machine learning applications perform better with human feedback. Keeping the right people in the loop improves the accuracy of models, reduces errors in data, lowers costs, and helps you ship models faster. Human-in-the-loop machine learning lays out methods for humans and machines to work together effectively. You'll find best practices on selecting sample data for human feedback, quality control for human annotations, and designing annotation interfaces. You'll learn to dreate training data for labeling, object detection, and semantic segmentation, sequence labeling, and more. The book starts with the basics and progresses to advanced techniques like transfer learning and self-supervision within annotation workflows.

This eye-opening narrative journey into the rapidly changing world of artificial intelligence reveals the dangerous ways AI is exploiting the unconscious habits of our minds, and the real threat it poses to humanity: "The best book I have ever read about AI" (New York Times bestselling author Roger McNamee). Artificial intelligence is going to change the world as we know it. But the real danger isn't some robot that's going to enslave us: It's our own brain. Our brains are constantly making decisions using shortcuts, biases, and hidden processes—and we're using those same techniques to create technology that makes choices for us. In The Loop, award-winning science journalist Jacob Ward reveals how we are poised to build all of our worst instincts into our AIs, creating a narrow loop where each generation has fewer, predetermined, and even dangerous choices. Taking us on a world tour of the ongoing, real-world experiment of artificial intelligence, The Loop illuminates the dangers of writing dangerous human habits into our machines. From a biometric surveillance state in India that tracks the movements of over a billion people, to a social media control system in China that punishes deviant friendships, to the risky multiple-choice simplicity of automated military action, Ward travels the world speaking with top experts confronting the perils of their research. Each stop reveals how the most obvious patterns in our behavior—patterns an algorithm will use to make decisions about what's best for us—are not the ones we want to perpetuate. Just as politics, marketing, and finance have all exploited the weaknesses of our human programming, artificial intelligence is poised to use the patterns of our lives to manipulate us. The Loop is call to look at ourselves more clearly—our most creative ideas, our most destructive impulses, the ways we help and hurt one another-so we can put only the best parts of ourselves into the thinking machines we create.

Gallagher Finch, a debut author battling addiction and writer's block, awakens on his birthday to find a call girl viciously murdered in his home. The mystery behind her murder might just be the story he has been dying to sell, but when he becomes the main suspect in a loop of blood, lies, and deceit, he discovers the truth behind fiction might be enough to put him behind bars, or worse... in the ground.

Argues that the key to understanding ourselves and consciousness is the "strange loop," a special kind of abstract feedback loop that inhabits the brain.

A Los Angeles Times and San Francisco Chronicle Bestseller The inspiring true story of one man's journey to achieve the American Dream, and the wisdom he gained about what it takes to find success. Raghbir (R.K.) Sehgal left his native India as a teenager with little money in his pocket. He worked factory jobs in the United Kingdom and eventually moved to the United States. Living in the Deep South in the 1960s, Sehgal experienced discrimination and that redoubled his desire to succeed. He started as a junior engineer at Law Engineering and rose to become Chairman & CEO. Close the Loop is his story told through the voice of his son Kabir Sehgal. This is a profound and personal meditation on hope, persistence, diligence, and resilience. Raghbir also shares his five lessons for success, which you can use to optimize your life.

The basis for the new Amazon Prime Original Series! Perfect for fans of E.T. and Stranger Things—the first narrative artbook from acclaimed author and artist Simon Stålenhag about a fictionalized suburban town in the 1980s inhabited by fantastic machines and strange, imaginative beasts. In 1954, the Swedish government ordered the construction of the world’s largest particle accelerator. The facility was complete in 1969, located deep below the pastoral countryside of Mälaröarna. The local population called this marvel of technology The Loop. These are its strange tales. From the same author who wrote the imaginative artbook The Electric State, this “haunting,” (The Verge) “sophisticated sci-fi” (The Nerdist) follows the bizarre stories from otherworldly creatures and is a page-turner you won’t be able to put down.