Systems Science

Donors, leaders of nonprofits, and public policy makers usually have the best of intentions to serve society and improve social conditions. But often their solutions fall far short of what they want to accomplish and what is truly needed. Moreover, the answers they propose and fund often produce the opposite of what they want over time. We end up with temporary shelters that increase homelessness, drug busts that increase drug-related crime, or food aid that increases starvation.

When John sets out for a weekend camping trip in the Yukon, he never could have imagined the world would be plunged into chaos by the System–a mystical energy wave that destroys electronics and grants game-like powers to humanity. Suddenly, animals are evolving, monsters are spawning, and John finds himself equipped with a character sheet and incredible, physics-defying skills.

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.

Millions of Americans have lost confidence in our political and economic system. After years of stagnant wages, volatile job markets, and an unwillingness by those in power to deal with profound threats such as climate change, there is a mounting sense that the system is fixed, serving only those select few with enough money to secure a controlling stake. With the characteristic clarity and passion that has made him a central civil voice, Robert B. Reich shows how wealth and power have interacted to install an elite oligarchy, eviscerate the middle class, and undermine democracy.

The world ends in a slew of blue notification boxes, bringing with it a game-like existence including monsters and Classes. Now, John has to make his way from Kluane National Park in the Yukon to Whitehorse through monster infested forests. But, that's not enough; because he'll need to help rebuild civilization itself around the System, aliens and monsters. And, as always, humanity will be its own greatest enemy.

Since she arrived in the alternate dimension of Luliv, Alice Verianna's scientific exploration of its magical properties has yielded fascinating results. She has uncovered many secrets behind the mysterious construct—known as the System—that connects all of Luliv, and her own abilities to harness this magic have flourished in unexpected ways. But the System is failing. And as Alice desperately races to get to the bottom of why, she's finding more questions than answers while its people go mad and monster attacks become more frequent and deadlier than ever.

The System Apocalypse has come to Australia, altering native organisms and importing even more menacing creatures to the most dangerous continent on Earth. For Kira Kent, plant biologist, the System arrives while she's pulling an all nighter at work with her pair of kids in tow. Now, instead of mundane parental concerns like childcare and paying the bills, she's got to figure out how to survive a world where already deadly flora and fauna have grown even more perilous.

Will Johnnie Veal—convicted of the murder of two police officers in 1970—be granted parole after 50 years in prison? How can he convince the parole board he’s reformed when he insists he’s innocent? What is prison time even supposed to accomplish? These are the questions that propel The Parole Room forward as it builds toward Johnnie’s 20th parole hearing—after 19 rejections.

My life took a turn I never expected on the day the world ended. Suddenly forced to fight in a bloody arena by a faceless System, I find the only way to survive is to win. I’m told that ten victories in the arena will give me my freedom, but if I’m going to get there, I’ll need a crack team of hardened allies to fight with me. What I got instead was a bratty college girl with a jealousy streak, a momma’s boy roommate who now inhabits the body of a piglet, and a devastatingly gorgeous teacher whose sword is as sharp as her tongue.

One of America's most historic political trials is undoubtedly that of Angela Davis. Opening with a letter from James Baldwin to Davis, and including contributions from numerous radicals such as Black Panthers George Jackson, Huey P. Newton, Bobby Seale, and Erica Huggins, this book is not only an account of Davis's incarceration and the struggles surrounding it, but also perhaps the most comprehensive and thorough analysis of the prison system of the United States.

It’s not easy being a System Traveler. Well, the traveling part is hard, at least. But once Derek got his feet under him, he hit the ground running, saving an entire area from a massive dungeon overflow in the process. He even found some companions to help ease the massive hole inside him formed from spending decades alone in the void.

In Three Felonies a Day, Harvey A. Silverglate reveals how federal criminal laws have become dangerously disconnected from the English common law tradition and how prosecutors can pin arguable federal crimes on any one of us, for even the most seemingly innocuous behavior. The volume of federal crimes in recent decades has increased well beyond the statute books and into the morass of the Code of Federal Regulations, handing federal prosecutors an additional trove of vague and exceedingly complex and technical prohibitions to stick on their hapless targets.

Loch, reunited with Kelly, have dealt with the leadership of the invading Silver Bark elves. Now they must deal with the rest of the elvish forces. That will deal with one of the many threats facing the growing Clan Brady. But the biggest threat is coming. Winter. Loch and the Clan must scramble to prepare for the coming snows and cold, afraid that the System will bring challenges along with the weather. The Clan isn't prepared. They are lacking in food and shelter.

Author Martin Kleppmann helps you navigate the diverse data landscape by examining the pros and cons of various technologies for processing and storing data. Software keeps changing, but the fundamental principles remain the same. With this book, software engineers and architects will learn how to apply those ideas in practice, and how to make full use of data in modern applications.

Hal Mason's still going to find surviving the System Apocalypse challenging. While bringing in his latest fugitive, Hal's payday is interrupted by the translucent blue boxes that herald Earth's introduction to the System - a galaxy spanning wave of structured mystical energy that destroys all electronics and bestows game-like abilities upon mankind.

One Tuesday changes everything for Robert Williams. A cosmic entity known as the System arrives, selecting him—a suburban father and engineer—as Earth's sole representative for integration. He has six months to say goodbye to his family before being exiled to another universe for over 400 years. Guided by an AI companion and gifted with powerful starting perks, Robert must navigate a new reality defined by levels, skills, magic, and dungeon crawls.

This book is based on W. Edwards Deming’s famous concept “The System of Profound Knowledge”. Although he conceived it before the internet, or even artificial intelligence, became popular, the idea anticipated intelligent algorithms, and the efficient collaborated between human and AI. A system does not only connect employees with colleagues, but also with values, ideas, regulations, providers, clients, and other external stakeholders.

You wake up and feel a tickle in your throat. Your head hurts. You’re mildly annoyed as you get the kids ready for school and dress for work yourself. Meanwhile, an epic war is being fought, just below your skin. Millions are fighting and dying for you to be able to complain as you head out the door. So what, exactly, is your immune system? In Immune, Philipp Dettmer, the brains behind the most popular science channel on YouTube, takes listeners on a journey through the fortress of the human body and its defenses.

In Capitalism, Alone, leading economist Branko Milanovic explains the reasons for this decisive historical shift since the days of feudalism and, later, communism. Surveying the varieties of capitalism, he asks: What are the prospects for a fairer world now that capitalism is the only game in town? His conclusions are sobering, but not fatalistic. Capitalism gets much wrong, but also much right - and it is not going anywhere. Our task is to improve it.

Modern medical science has finally caught up to what traditional healing systems have known for centuries. Many traditional healing techniques and medicines are often assumed to be archaic, outdated, or unscientific compared to modern Western medicine. Nicole Redvers, a naturopathic physician and member of the Deninu K'ue First Nation, analyzes modern Western medical practices using evidence-informed Indigenous healing practices and traditions from around the world - from sweat lodges and fermented foods to Ayurvedic doshas and meditation.