The Rise Of The Algorithms
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Language and the Rise of the Algorithm
Author: Jeffrey M. Binder
language: en
Publisher: University of Chicago Press
Release Date: 2022-12-06
A wide-ranging history of the algorithm. Bringing together the histories of mathematics, computer science, and linguistic thought, Language and the Rise of the Algorithm reveals how recent developments in artificial intelligence are reopening an issue that troubled mathematicians well before the computer age: How do you draw the line between computational rules and the complexities of making systems comprehensible to people? By attending to this question, we come to see that the modern idea of the algorithm is implicated in a long history of attempts to maintain a disciplinary boundary separating technical knowledge from the languages people speak day to day. Here Jeffrey M. Binder offers a compelling tour of four visions of universal computation that addressed this issue in very different ways: G. W. Leibniz’s calculus ratiocinator; a universal algebra scheme Nicolas de Condorcet designed during the French Revolution; George Boole’s nineteenth-century logic system; and the early programming language ALGOL, short for algorithmic language. These episodes show that symbolic computation has repeatedly become entangled in debates about the nature of communication. Machine learning, in its increasing dependence on words, erodes the line between technical and everyday language, revealing the urgent stakes underlying this boundary. The idea of the algorithm is a levee holding back the social complexity of language, and it is about to break. This book is about the flood that inspired its construction.
The Rise of the Algorithms
The meteoric rise of online video is reshaping the competition for human attention. The Rise of the Algorithms argues that this new technology has changed the way we interact with others, our relationships with public institutions, and our very own behaviors and psyches. In tracing the origins and evolution of online video, John M. Jordan examines the mechanics—and the ethical stakes—of online video platforms, especially YouTube and TikTok but also others, such as Twitch. Tracing the use of algorithms pioneered by Facebook and Google and so successfully exploited by TikTok’s corporate parent, ByteDance, Jordan shows how these platforms now engineer human behavior—with consequences for culture, politics, and identity. Jordan argues that we are at an inflection point. Until now we have proved, as a society, ill-prepared or unwilling to address such problems as the power of digital platforms, the personal cost of viral celebrity, the invasion of privacy, and the proliferation of disinformation. The Rise of the Algorithms combines this urgent assessment with a clear-eyed discussion of present challenges and recommendations for reclaiming our online futures. A valuable resource for understanding the transformations that have been and will be brought by YouTube, TikTok, and similar platforms, Jordan’s timely book is a vital work for anyone who uses the internet and especially for policy makers, technologists, communication and media specialists, and researchers who have a direct hand in determining the future of our online world.
Automate This
The rousing story of the last gasp of human agency and how today’s best and brightest minds are endeavoring to put an end to it. It used to be that to diagnose an illness, interpret legal documents, analyze foreign policy, or write a newspaper article you needed a human being with specific skills—and maybe an advanced degree or two. These days, high-level tasks are increasingly being handled by algorithms that can do precise work not only with speed but also with nuance. These “bots” started with human programming and logic, but now their reach extends beyond what their creators ever expected. In this fascinating, frightening book, Christopher Steiner tells the story of how algorithms took over—and shows why the “bot revolution” is about to spill into every aspect of our lives, often silently, without our knowledge. The May 2010 “Flash Crash” exposed Wall Street’s reliance on trading bots to the tune of a 998-point market drop and $1 trillion in vanished market value. But that was just the beginning. In Automate This, we meet bots that are driving cars, penning haiku, and writing music mistaken for Bach’s. They listen in on our customer service calls and figure out what Iran would do in the event of a nuclear standoff. There are algorithms that can pick out the most cohesive crew of astronauts for a space mission or identify the next Jeremy Lin. Some can even ingest statistics from baseball games and spit out pitch-perfect sports journalism indistinguishable from that produced by humans. The interaction of man and machine can make our lives easier. But what will the world look like when algorithms control our hospitals, our roads, our culture, and our national security? What happens to businesses when we automate judgment and eliminate human instinct? And what role will be left for doctors, lawyers, writers, truck drivers, and many others? Who knows—maybe there’s a bot learning to do your job this minute.