A challenging and illuminating overview of how machine learning works.
A study of the concepts that power AI.
In this demanding but rewarding book, Ananthaswamy, author of The Man Who Wasn’t There, “explains the elegant mathematics and algorithms [behind]…machine learning, a type of AI that involves building machines that can learn to discern patterns in data without being explicitly programmed to do so.” With astute reference to principles from the disciplines of math, computer science, physics, and neuroscience, the author guides readers through the conceptual frameworks involved in the creation of AI. While it would be helpful to come to the book with a strong background in math (especially statistics and calculus), clear and detailed illustrations help make it accessible to anyone willing to immerse themselves in the material. Ananthaswamy makes the power of AI obvious, and his engaging case studies explore its emerging abilities in the generation of new media—text, images, video, and music—and contributions to discoveries in areas such as drug development and the dynamics of gene expression. The author also provides a vivid picture of how AI will continue to transform everyday activities and, very soon, revolutionize our social and economic lives. Ananthaswamy demonstrates how a profound merging of human activities with machine processes is already far along and will soon accelerate strikingly. The author could have offered a little more insight about these coming changes, though the introduction and epilogue do touch on pressing questions about the various risks of emerging technologies and how they might be mitigated. Familiarizing ourselves with what is at stake, the author rightly notes, is now an urgent personal and public responsibility: “It is only when we understand the inevitability of learning machines that we will be prepared to tackle a future in which AI is ubiquitous, for good and for bad.”
A challenging and illuminating overview of how machine learning works.Pub Date: July 16, 2024
ISBN: 9780593185742
Page Count: 480
Publisher: Dutton
Review Posted Online: May 11, 2024
Kirkus Reviews Issue: June 15, 2024
BOOK REVIEW
BOOK REVIEW
BOOK REVIEW
For Howard Zinn, long-time civil rights and anti-war activist, history and ideology have a lot in common. Since he thinks that everything is in someone's interest, the historian—Zinn posits—has to figure out whose interests he or she is defining/defending/reconstructing (hence one of his previous books, The Politics of History). Zinn has no doubts about where he stands in this "people's history": "it is a history disrespectful of governments and respectful of people's movements of resistance." So what we get here, instead of the usual survey of wars, presidents, and institutions, is a survey of the usual rebellions, strikes, and protest movements. Zinn starts out by depicting the arrival of Columbus in North America from the standpoint of the Indians (which amounts to their standpoint as constructed from the observations of the Europeans); and, after easily establishing the cultural disharmony that ensued, he goes on to the importation of slaves into the colonies. Add the laborers and indentured servants that followed, plus women and later immigrants, and you have Zinn's amorphous constituency. To hear Zinn tell it, all anyone did in America at any time was to oppress or be oppressed; and so he obscures as much as his hated mainstream historical foes do—only in Zinn's case there is that absurd presumption that virtually everything that came to pass was the work of ruling-class planning: this amounts to one great indictment for conspiracy. Despite surface similarities, this is not a social history, since we get no sense of the fabric of life. Instead of negating the one-sided histories he detests, Zinn has merely reversed the image; the distortion remains.
Pub Date: Jan. 1, 1979
ISBN: 0061965588
Page Count: 772
Publisher: Harper & Row
Review Posted Online: May 26, 2012
Kirkus Reviews Issue: Jan. 1, 1979
BOOK REVIEW
BOOK REVIEW
BOOK REVIEW
The value of this book is the context it provides, in a style aimed at a concerned citizenry rather than fellow academics,...
A provocative analysis of the parallels between Donald Trump’s ascent and the fall of other democracies.
Following the last presidential election, Levitsky (Transforming Labor-Based Parties in Latin America, 2003, etc.) and Ziblatt (Conservative Parties and the Birth of Democracy, 2017, etc.), both professors of government at Harvard, wrote an op-ed column titled, “Is Donald Trump a Threat to Democracy?” The answer here is a resounding yes, though, as in that column, the authors underscore their belief that the crisis extends well beyond the power won by an outsider whom they consider a demagogue and a liar. “Donald Trump may have accelerated the process, but he didn’t cause it,” they write of the politics-as-warfare mentality. “The weakening of our democratic norms is rooted in extreme partisan polarization—one that extends beyond policy differences into an existential conflict over race and culture.” The authors fault the Republican establishment for failing to stand up to Trump, even if that meant electing his opponent, and they seem almost wistfully nostalgic for the days when power brokers in smoke-filled rooms kept candidacies restricted to a club whose members knew how to play by the rules. Those supporting the candidacy of Bernie Sanders might take as much issue with their prescriptions as Trump followers will. However, the comparisons they draw to how democratic populism paved the way toward tyranny in Peru, Venezuela, Chile, and elsewhere are chilling. Among the warning signs they highlight are the Republican Senate’s refusal to consider Barack Obama’s Supreme Court nominee as well as Trump’s demonization of political opponents, minorities, and the media. As disturbing as they find the dismantling of Democratic safeguards, Levitsky and Ziblatt suggest that “a broad opposition coalition would have important benefits,” though such a coalition would strike some as a move to the center, a return to politics as usual, and even a pragmatic betrayal of principles.
The value of this book is the context it provides, in a style aimed at a concerned citizenry rather than fellow academics, rather than in the consensus it is not likely to build.Pub Date: Jan. 16, 2018
ISBN: 978-1-5247-6293-3
Page Count: 320
Publisher: Crown
Review Posted Online: Nov. 12, 2017
Kirkus Reviews Issue: Dec. 1, 2017
BOOK REVIEW
© Copyright 2025 Kirkus Media LLC. All Rights Reserved.
Follow
Popular in this Genre
We can’t wait for you to join Kirkus!
It’s free and takes less than 10 seconds!
Already have an account? Log in.
OR
Sign in with GoogleTrouble signing in? Retrieve credentials.
Welcome Back!
OR
Sign in with GoogleTrouble signing in? Retrieve credentials.
