Systems Science

A decade ago, developers built information-sharing software by writing a lot of custom code in a single code base, then adding layers of caching. Now we build information systems: interdependent software and services, data platforms, and event streams. Many of our software-to-systems initiatives fail, though, and when they do, we double down on traditional linear approaches. But linear thinking cannot resolve systems challenges. We need to shift to systems thinking.

We all know that life in prison ain't grand, but the utter horror of it springs from the pages of this autobiography, written by a one-time death-row inmate. Billy Wayne Sinclair is now serving a reduced 90-year sentence for murdering a Baton Rouge convenience store owner in a robbery gone wrong more than three decades ago. His story of an adult life spent in one of Louisiana's harshest prisons is amazing, not only because he has survived with his soul intact, but because it provides such a raw look at the inner workings of a system bent on revenge, not rehabilitation.

In a Post-Apocalyptic world of Magic and Machinery, Jack Knight is an orphan who finds himself caught between a life-altering decision. Join the military and fight the demon hordes or sell his soul to the Corpos. Both options having minimal appeal to a shut-in like Jack. Thanks to the high cost of living, and his sister’s medical expenses, Jack has never given much thought to what he’d want to do with life, always living paycheck to paycheck, scrounging just enough to keep the lights on and his sister safe. However, an Angel presents him with a third option.

Ten years ago, Amelia woke up alone and lost in a broken world where she had to fight for her survival. Now, after reaching the pinnacle of power, defeating the Void itself, and escaping the abyss, she has finally found her way back into the real world. But instead of returning to Earth, she arrives in the land of Vacuos. A fantasy world with magic, monsters, Classes, and Levels. A world that is governed by a System like it were a video game.

The heroes Terry Fairway once idolized have turned against him, hunting him down at every turn. His grandfather, the ruthless S-ranked necromancer who rules the city, watches from his throne as the people starve and suffer. Vampires stalk the streets unchecked, feeding on the innocent without fear of reprisal. Terry always believed his family were the good guys, but Wichita isn't a city of heroes or villains—it's a city of power. And if power is all that matters, then power is what Terry will seize.

Based on first-hand interviews with survivors, people who have committed offences, and others on the frontlines, Indictment puts the Canadian criminal justice system on trial and proposes a bold new vision of transformative justice.

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.

The Incursion Event has been announced, and sapient races from across the multiverse are invading the newly integrated planet Earth. These beings have decades, centuries or even millennia of experience living within The System and wield powers far beyond the mutated Beasts and mana-spawned Monsters Drew and his friends have faced in the past.

Developed by experienced professors and professionally narrated for easy listening, this course is a great way to explore the anatomy and physiology of the human nervous system. The audio is focused and high-yield, covering the most important topics you might expect to learn in a typical graduate-level anatomy and physiology course.

Why is it so much easier for the Democratic Party to win the national popular vote than to build and maintain a majority in Congress? Why can Democrats sweep statewide offices in places like Pennsylvania and Michigan yet fail to take control of the same states' legislatures? Many place exclusive blame on partisan gerrymandering and voter suppression. But as political scientist Jonathan A. Rodden demonstrates in Why Cities Lose, the left's electoral challenges have deeper roots in economic and political geography.

The world could not escape this misfortune that came out of the blue, so the System is still providing its inhabitants with entertainment. In addition to developing and constantly introducing new possibilities for the inhabitants of the planet, the System is also trying to complicate their lives. Who knows why that is? Maybe that's how some higher power is trying to make the survivors move forward, to become stronger and smarter. And to mobilize all their strength and forget about their boring and meaningless old lives.

It's not enough to conquer—you've got to keep hold of what you conquered before. The glory of Lord Leo's riches travels faster afield than his fearsome troops. Wherever there's riches, there's coveters. And not all of them are human.

Reborn in a crypt, Nick was given an ancient heritage and an important task: to become king, and make the Archaens rise again. Nick was now the last one, and he would need to find allies by forming Soul Pacts with both followers and wives. With the power of the Soul Knight class, he would have to use both paladin and necromancer magics to conquer the tower and defeat his enemies. But not all was right, in or outside the tower. A bandit warlord had taken control of the city of Havendale, and a deathly Trial within the tower lurks, barring Nick from collecting his Heritage.

In the years since the Annexation War, Cato has quietly spread throughout the System, watching, waiting, and building his forces. When the Sydean Lineage returns, he finally has a line to the Core, and once he can deal with the System Core, he can bring down the System for good. Of course, it isn’t so simple. The System-gods are aware of him now, powerful and ancient forces waiting to pounce on any mistake — and perfectly willing to murder millions of innocents for even a perceived injury against him.

Jeb Trapper tried to kill himself. The gun jammed. Two months later, the vet is now participating in underground trials of ecstasy to treat his PTSD. Everything seems to be going great until Jeb is teleported into a tutorial, along with everyone else on Earth. Now, he has to choose the level of difficulty. There's just one problem: He's high as a kite, and nothing seems impossible.

After my last fight with Darius Windstorm, the Refuge has struck. With the Blobber world consumed by war, I know there’s only one place my team and I can find safety, and we start a frantic quest to find the runaway warriors in the deepest recesses of the dungeons. Even with a few new friends, the overbearing System won’t stay down for long. A reckoning is coming, and my status as a warlord means I’ll be at the forefront of any new strike against their world.

Ivan Susanin, a typical guy and unemployed techie, is initiated by the System and transported, together with a thousand other players, to an unknown location beyond Earth. Ivan has an interface, a spear, and basic weapon skills. All he has to do to return to Earth is complete a simple quest and reach the second level. But experience points are only awarded for kills in this game, and the clock is ticking.

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. With society breaking down and mutating wildlife rampaging through the city of Pittsburgh, those who remain will sacrifice anything for a chance at earning their next Level.

Not long ago, Gary was just another punk teenager living in a ramshackle house in a ramshackle town. To survive, he worked as a gofer for a brutal street gang—until a simple job went bad, and he ended up paired with a Werewolf System that enhanced his strength, stamina, and attitude. But as Gary quickly learned, this gift could also be a curse, costing anyone who got too close to him their life. Now, he's trying to figure out how to use his system to make things better for those around him. Unfortunately, before things get better, they're going to get much, much worse.

Best-selling journalist Antony Loewenstein, author of Disaster Capitalism, uncovers a largely hidden world in a global investigation with secret documents, revealing interviews and on-the-ground reporting. This book shows in-depth, for the first time, how Palestine has become the perfect laboratory for the Israeli military-techno complex: surveillance, home demolitions, indefinite incarceration and brutality to the hi-tech tools that drive the 'Start-up Nation'.