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
A moving meditation on mortality by a gifted writer whose dual perspectives of physician and patient provide a singular...
A neurosurgeon with a passion for literature tragically finds his perfect subject after his diagnosis of terminal lung cancer.
Writing isn’t brain surgery, but it’s rare when someone adept at the latter is also so accomplished at the former. Searching for meaning and purpose in his life, Kalanithi pursued a doctorate in literature and had felt certain that he wouldn’t enter the field of medicine, in which his father and other members of his family excelled. “But I couldn’t let go of the question,” he writes, after realizing that his goals “didn’t quite fit in an English department.” “Where did biology, morality, literature and philosophy intersect?” So he decided to set aside his doctoral dissertation and belatedly prepare for medical school, which “would allow me a chance to find answers that are not in books, to find a different sort of sublime, to forge relationships with the suffering, and to keep following the question of what makes human life meaningful, even in the face of death and decay.” The author’s empathy undoubtedly made him an exceptional doctor, and the precision of his prose—as well as the moral purpose underscoring it—suggests that he could have written a good book on any subject he chose. Part of what makes this book so essential is the fact that it was written under a death sentence following the diagnosis that upended his life, just as he was preparing to end his residency and attract offers at the top of his profession. Kalanithi learned he might have 10 years to live or perhaps five. Should he return to neurosurgery (he could and did), or should he write (he also did)? Should he and his wife have a baby? They did, eight months before he died, which was less than two years after the original diagnosis. “The fact of death is unsettling,” he understates. “Yet there is no other way to live.”
A moving meditation on mortality by a gifted writer whose dual perspectives of physician and patient provide a singular clarity.Pub Date: Jan. 19, 2016
ISBN: 978-0-8129-8840-6
Page Count: 248
Publisher: Random House
Review Posted Online: Sept. 29, 2015
Kirkus Reviews Issue: Oct. 15, 2015
PERSPECTIVES
A familiar format, but a timely reminder that cities are made up of individuals, each with their own stories.
Portraits in a post-pandemic world.
After the Covid-19 lockdowns left New York City’s streets empty, many claimed that the city was “gone forever.” It was those words that inspired Stanton, whose previous collections include Humans of New York (2013), Humans of New York: Stories (2015), and Humans (2020), to return to the well once more for a new love letter to the city’s humanity and diversity. Beautifully laid out in hardcover with crisp, bright images, each portrait of a New Yorker is accompanied by sparse but potent quotes from Stanton’s interviews with his subjects. Early in the book, the author sequences three portraits—a couple laughing, then looking serious, then the woman with tears in her eyes—as they recount the arc of their relationship, transforming each emotional beat of their story into an affecting visual narrative. In another, an unhoused man sits on the street, his husky eating out of his hand. The caption: “I’m a late bloomer.” Though the pandemic isn’t mentioned often, Stanton focuses much of the book on optimistic stories of the post-pandemic era. Among the most notable profiles is Myles Smutney, founder of the Free Store Project, whose story of reclaiming boarded‑up buildings during the lockdowns speaks to the city’s resilience. In reusing the same formula from his previous books, the author confirms his thesis: New York isn’t going anywhere. As he writes in his lyrical prologue, “Just as one might dive among coral reefs to marvel at nature, one can come to New York City to marvel at humanity.” The book’s optimism paints New York as a city where diverse lives converge in moments of beauty, joy, and collective hope.
A familiar format, but a timely reminder that cities are made up of individuals, each with their own stories.Pub Date: Oct. 7, 2025
ISBN: 9781250277589
Page Count: 480
Publisher: St. Martin's
Review Posted Online: Aug. 1, 2025
Kirkus Reviews Issue: Sept. 1, 2025
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