Algorithms To Live By The Computer Science Of Human Decisions Goodreads
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Algorithms to Live By: The Computer Science of Human Decisions
A fascinating exploration of how computer algorithms can be applied to our everyday lives.
The Alignment Problem: Machine Learning and Human Values
Author: Brian Christian
language: en
Publisher: W. W. Norton & Company
Release Date: 2020-10-06
"If you’re going to read one book on artificial intelligence, this is the one." —Stephen Marche, New York Times A jaw-dropping exploration of everything that goes wrong when we build AI systems and the movement to fix them. Today’s “machine-learning” systems, trained by data, are so effective that we’ve invited them to see and hear for us—and to make decisions on our behalf. But alarm bells are ringing. Recent years have seen an eruption of concern as the field of machine learning advances. When the systems we attempt to teach will not, in the end, do what we want or what we expect, ethical and potentially existential risks emerge. Researchers call this the alignment problem. Systems cull résumés until, years later, we discover that they have inherent gender biases. Algorithms decide bail and parole—and appear to assess Black and White defendants differently. We can no longer assume that our mortgage application, or even our medical tests, will be seen by human eyes. And as autonomous vehicles share our streets, we are increasingly putting our lives in their hands. The mathematical and computational models driving these changes range in complexity from something that can fit on a spreadsheet to a complex system that might credibly be called “artificial intelligence.” They are steadily replacing both human judgment and explicitly programmed software. In best-selling author Brian Christian’s riveting account, we meet the alignment problem’s “first-responders,” and learn their ambitious plan to solve it before our hands are completely off the wheel. In a masterful blend of history and on-the ground reporting, Christian traces the explosive growth in the field of machine learning and surveys its current, sprawling frontier. Readers encounter a discipline finding its legs amid exhilarating and sometimes terrifying progress. Whether they—and we—succeed or fail in solving the alignment problem will be a defining human story. The Alignment Problem offers an unflinching reckoning with humanity’s biases and blind spots, our own unstated assumptions and often contradictory goals. A dazzlingly interdisciplinary work, it takes a hard look not only at our technology but at our culture—and finds a story by turns harrowing and hopeful.
The Brown Reader
Author: Judy Sternlight
language: en
Publisher: Simon and Schuster
Release Date: 2014-05-20
“To be up all night in the darkness of your youth but to be ready for the day to come…that was what going to Brown felt like.” —Jeffrey Eugenides In celebration of Brown University’s 250th anniversary, fifty remarkable, prizewinning writers and artists who went to Brown provide unique stories—many published for the first time—about their adventures on College Hill. Funny, poignant, subversive, and nostalgic, the essays, comics, and poems in this collection paint a vivid picture of college life, from the 1950s to the present, at one of America’s most interesting universities. Contributors: Donald Antrim, Robert Arellano, M. Charles Bakst, Amy DuBois Barnett, Lisa Birnbach, Kate Bornstein, Sarah Shun-lien Bynum, Mary Caponegro, Susan Cheever, Brian Christian, Pamela Constable, Nicole Cooley, Dana Cowin, Spencer R. Crew, Edwidge Danticat, Dilip D’Souza, David Ebershoff, Jeffrey Eugenides, Richard Foreman, Amity Gaige, Robin Green, Andrew Sean Greer, Christina Haag, Joan Hilty, A.J. Jacobs, Sean Kelly, David Klinghoffer, Jincy Willett Kornhauser, Marie Myung-Ok Lee, David Levithan, Mara Liasson, Lois Lowry, Ira C. Magaziner, Madeline Miller, Christine Montross, Rick Moody, Jonathan Mooney, Rowan Ricardo Phillips, Dawn Raffel, Bill Reynolds, Marilynne Robinson, Sarah Ruhl, Ariel Sabar, Joanna Scott, Jeff Shesol, David Shields, Krista Tippett, Alfred Uhry, Afaa Michael Weaver, and Meg Wolitzer “At Brown, we felt safely ensconced in a carefree, counterculture cocoon—free to criticize the university president, join a strike by cafeteria workers, break china laughing, or kiss the sky.” —Pamela Constable