
The Alignment Problem
Machine Learning and Human Values
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Narrado por:
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Brian Christian
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De:
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Brian Christian
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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. Listeners 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.
©2020 Brian Christian (P)2020 Brilliance Publishing, Inc., all rights reserved.Los oyentes también disfrutaron...
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Historia
Hilke Schellmann is an Emmy-award winning investigative reporter, Wall Street Journal and Guardian contributor and Journalism Professor at NYU. In The Algorithm, she investigates the rise of artificial intelligence (AI) in the world of work. AI is now being used to decide who has access to an education, who gets hired, who gets fired, and who receives a promotion. Drawing on exclusive information from whistleblowers, internal documents and real-world tests, Schellmann discovers that many of the algorithms making high-stakes decisions are biased, racist, and do more harm than good.
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SJW nonsense all the way through
- De Anonymous User en 05-16-24
De: Hilke Schellmann
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AI 2041
- Ten Visions for Our Future
- De: Kai-Fu Lee, Chen Qiufan
- Narrado por: Feodor Chin, Justin Chien, Soneela Nankani, y otros
- Duración: 18 h y 4 m
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AI will be the defining development of the 21st century. Within two decades, aspects of daily human life will be unrecognizable. AI will generate unprecedented wealth, revolutionize medicine and education through human-machine symbiosis, and create brand-new forms of communication and entertainment. In liberating us from routine work, however, AI will also challenge the organizing principles of our economic and social order.
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Good concept, poor execution
- De Amazon Customer en 12-08-21
De: Kai-Fu Lee, y otros
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You Look Like a Thing and I Love You
- How Artificial Intelligence Works and Why It's Making the World a Weirder Place
- De: Janelle Shane
- Narrado por: Xe Sands
- Duración: 5 h y 33 m
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"You look like a thing and I love you" is one of the best pickup lines ever...according to an artificial intelligence trained by scientist Janelle Shane, creator of the popular blog AI Weirdness. She creates silly AIs that learn how to name paint colors, create the best recipes, and even flirt (badly) with humans — all to understand the technology that governs so much of our daily lives.
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Funny and smart, but biased on bias
- De Razter en 11-11-19
De: Janelle Shane
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Complexity
- A Guided Tour
- De: Melanie Mitchell
- Narrado por: Kathleen Godwin
- Duración: 11 h y 24 m
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In this remarkably clear and companionable audiobook, leading complex systems scientist Melanie Mitchell provides an intimate tour of the sciences of complexity, a broad set of efforts that seek to explain how large-scale complex, organized, and adaptive behavior can emerge from simple interactions among myriad individuals.
De: Melanie Mitchell
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Co-Intelligence
- Living and Working with AI
- De: Ethan Mollick
- Narrado por: Ethan Mollick
- Duración: 4 h y 39 m
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Something new entered our world in November 2022—the first general purpose AI that could pass for a human and do the kinds of creative, innovative work that only humans could do previously. Wharton professor Ethan Mollick immediately understood what ChatGPT meant: after millions of years on our own, humans had developed a kind of co-intelligence that could augment, or even replace, human thinking. Through his writing, speaking, and teaching, Mollick has become one of the most prominent and provocative explainers of AI.
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great intro book marred by poor narration
- De Amazon Customer en 04-14-24
De: Ethan Mollick
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Life 3.0
- Being Human in the Age of Artificial Intelligence
- De: Max Tegmark
- Narrado por: Rob Shapiro
- Duración: 13 h y 29 m
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How will artificial intelligence affect crime, war, justice, jobs, society, and our very sense of being human? The rise of AI has the potential to transform our future more than any other technology - and there's nobody better qualified or situated to explore that future than Max Tegmark, an MIT professor who's helped mainstream research on how to keep AI beneficial.
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Irritating
- De Thomas Cotter en 10-25-17
De: Max Tegmark
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Rebooting AI
- Building Artificial Intelligence We Can Trust
- De: Gary Marcus, Ernest Davis
- Narrado por: Kaleo Griffith
- Duración: 7 h y 24 m
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Two leaders in the field offer a compelling analysis of the current state of the art and reveal the steps we must take to achieve a truly robust artificial intelligence. Taking inspiration from the human mind, professors Gary Marcus and Ernest Davis explain what we need to advance AI to the next level, and suggest that if we are wise along the way, we won't need to worry about a future of machine overlords. Rebooting AI provides a lucid, clear-eyed assessment of the current science and offers an inspiring vision of how a new generation of AI can make our lives better.
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Not very technical
- De jason en 04-30-20
De: Gary Marcus, y otros
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The Future Is Faster Than You Think
- How Converging Technologies Are Disrupting Business, Industries, and Our Lives
- De: Peter H. Diamandis, Steven Kotler
- Narrado por: Peter H. Diamandis
- Duración: 9 h y 53 m
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In their book Abundance, best-selling authors and futurists Peter Diamandis and Steven Kotler tackled grand global challenges, such as poverty, hunger, and energy. Then, in Bold, they chronicled the use of exponential technologies that allowed the emergence of powerful new entrepreneurs. Now the best-selling authors are back with The Future Is Faster Than You Think, a blueprint for how our world will change in response to the next 10 years of rapid technological disruption.
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Totally Mixed on This One
- De D. Sooley en 02-03-20
De: Peter H. Diamandis, y otros
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The Ethical Algorithm
- The Science of Socially Aware Algorithm Design
- De: Michael Kearns, Aaron Roth
- Narrado por: Teri Schnaubelt
- Duración: 6 h y 27 m
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Michael Kearns and Aaron Roth explain how we can better embed human principles into machine code - without halting the advance of data-driven scientific exploration.
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very relevant and important, especially with all the developments today
- De Amazon Customer en 11-08-23
De: Michael Kearns, y otros
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AI Ethics
- MIT Press Essential Knowledge Series
- De: Mark Coeckelbergh
- Narrado por: Liam Gerrard
- Duración: 4 h y 9 m
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Artificial intelligence powers Google's search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues.
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Great book, not for beginners.
- De Santiago en 05-12-23
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The Coming Wave
- AI, Power, and Our Future
- De: Mustafa Suleyman, Michael Bhaskar - contributor
- Narrado por: Mustafa Suleyman
- Duración: 12 h y 7 m
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We are approaching a critical threshold in the history of our species. Everything is about to change. Soon you will live surrounded by AIs. They will organize your life, operate your business, and run core government services. You will live in a world of DNA printers and quantum computers, engineered pathogens and autonomous weapons, robot assistants and abundant energy.
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Click bait
- De Buyer en 09-11-23
De: Mustafa Suleyman, y otros
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Why Machines Learn
- The Elegant Math Behind Modern AI
- De: Anil Ananthaswamy
- Narrado por: Rene Ruiz
- Duración: 13 h y 30 m
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We are living through a revolution in machine learning-powered AI that shows no signs of slowing down. This technology is based on relatively simple mathematical ideas, some of which go back centuries, including linear algebra and calculus, the stuff of seventeenth- and eighteenth-century mathematics. It took the birth and advancement of computer science and the kindling of 1990s computer chips designed for video games to ignite the explosion of AI that we see today. In this enlightening book, Anil Ananthaswamy explains the fundamental math behind machine learning.
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A great listen, but a physical book is pre appropriate
- De Sameer D. en 11-07-24
I cannot emphasize in words how much I enjoyed it (perhaps in a word2vec it’s the infinity vector?) And I can’t wait for Brian’s next audiobook.
A must read to every data scientist👩🏼💻
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The amount of research that went into this book is astounding - Christian draws from interviews with the top figures in every aspect of the field. It’s written clearly and succinctly, in a way that should be accessible to any reader, regardless of their prior knowledge of the topic. It’s also narrated by the author in a clear and incisive voice. An overall fantastic experience.
Best overview of the topic I’ve read
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Good history of the problem
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The narration was great and the story was very interesting.
This book was very enlightening
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The quality of the book is solid, the scope is complete and the explanations are approachable. What sets this book apart is that this book talks at length about how the folks that are on the cutting edge of AI are attempting to make machines care about what humans care about. This is the "Alignment Problem".
Hands Down: the Best AI Book
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Every other sentence is thought provoking and spurred wholly new insights for me. I cannot recommend this one enough.
Phenomenal
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Excellent and broad introduction
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The author, in a very relatable way, ties the development of better learning systems to our collective understanding of how humans grow and learn.
Incredibly fascinating all the way through!
Enthralling
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Deep study of how we formulate and reinforce value systems into and through models
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Relevant and Engaging
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