ChatGPT 与人工智能的未来：深度语言革命 格鲁伯神经科学奖得主作品 ChatGPT and the Future of AI: The Deep Language Revolution

基本信息

Format:Paperback / softback 264 pages, 80 BLACK AND WHITE ILLUS.

Publisher:MIT Press Ltd

Imprint:MIT Press

ISBN:9780262049252

Published:29 Oct 2024

Weight:332g

Dimensions:153 x 228 x 20 (mm)

信息仅供参考，具体请以实物为准

书籍简介

★对 Chat GPT 和其他先进 AI 系统的深刻探索——我们如何走到今天，我们将走向哪里，以及这一切对我们与世界互动的方式意味着什么。

在《深度学习革命》的续集《ChatGPT 和 AI 的未来》中，Terrence Sejnowski 对 ChatGPT 等大型语言模型 (LLM) 及其未来进行了细致入微的探索。我们应该如何理解 LLM？这些语言模型真的理解它们在说什么吗？或者，LLM 中看似智能的东西可能只是一面镜子，仅仅反映了面试官的智力？在这本书中，Sejnowski 是理解大脑功能的计算方法的先驱，他回答了我们关于这项惊人新技术的所有紧迫问题。

Sejnowski 先描述了围绕 LLM 对语言理解的争论，并探讨了“思考”和“智能”的概念。然后，他深入探讨了语言模型的历史演变，重点关注了转换器的作用、计算能力与模型大小之间的相关性以及塑造法学硕士的复杂数学。Sejnowski 还深入了解了法学硕士的历史根源，并讨论了人工智能的潜在未来，重点关注受自然启发的下一代法学硕士以及开发节能技术的重要性。

《ChatGPT 和人工智能的未来》以 Sejnowski 在人工智能和神经科学方面的双重专业知识为基础，是理解人工智能与人类智能交汇点的权威指南。

An insightful exploration of Chat GPT and other advanced AI systems—how we got here, where we’re headed, and what it all means for how we interact with the world.

In ChatGPT and the Future of AI, the sequel to The Deep Learning Revolution, Terrence Sejnowski offers a nuanced exploration of large language models (LLMs) like ChatGPT and what their future holds. How should we go about understanding LLMs? Do these language models truly understand what they are saying? Or is it possible that what appears to be intelligence in LLMs may be a mirror that merely reflects the intelligence of the interviewer? In this book, Sejnowski, a pioneer in computational approaches to understanding brain function, answers all our urgent questions about this astonishing new technology.

Sejnowski begins by describing the debates surrounding LLMs’ comprehension of language and exploring the notions of “thinking” and “intelligence.” He then takes a deep dive into the historical evolution of language models, focusing on the role of transformers, the correlation between computing power and model size, and the intricate mathematics shaping LLMs. Sejnowski also provides insight into the historical roots of LLMs and discusses the potential future of AI, focusing on next-generation LLMs inspired by nature and the importance of developing energy-efficient technologies.

Grounded in Sejnowski’s dual expertise in AI and neuroscience, ChatGPT and the Future of AI is the definitive guide to understanding the intersection of AI and human intelligence.

作者简介

Terrence J. Sejnowski 是索尔克生物研究所的 Francis Crick 主席和加州大学圣地亚哥分校的杰出教授。他发表了 500 多篇科学论文和 12 本书，包括与 Patricia Churchland 合著的《计算大脑》。他在塑造白宫于 2013 年宣布的 BRAIN 计划方面发挥了重要作用，并于 2022 年获得了享有盛誉的格鲁伯神经科学奖。

Terrence J. Sejnowski is Francis Crick Chair at The Salk Institute for Biological Studies and Distinguished Professor at the University of California at San Diego. He has published over 500 scientific papers and 12 books, including The Computational Brain with Patricia Churchland. He was instrumental in shaping the BRAIN Initiative that was announced by the White House in 2013, and he received the prestigious Gruber Prize in Neuroscience in 2022.

目录

Table of Contents

Preface

Part I: Living with Large Language Models

1. Introduction

2. How Chatbots Are Changing Our Lives

3. Interviews with Large Language Models

4. The Power of the Prompt

5. What are Intelligence, Thinking, and Consciousness?

Part II: Transformers

6. Origins 

7. Mathematics 

8. Infrastructure 

9. Superintelligence 

10. Regulation 

Part III: Back to the Future

11. Evolution of AI

12. The Next Generation 

13. Learning from Nature

14. The Future is Now

Afterword

Acknowledgments

Glossary

Notes

Index