商品描述
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.
商品描述(中文翻譯)
《ChatGPT與AI的未來》是對Chat GPT及其他先進AI系統的深刻探索——我們如何走到今天，未來的方向，以及這一切對我們與世界互動的意義。
在《ChatGPT與AI的未來》中，Terrence Sejnowski提供了對大型語言模型（LLMs）如ChatGPT的細緻探討，以及它們未來的可能性。我們應該如何理解LLMs？這些語言模型真的理解它們所說的內容嗎？還是說，LLMs中看似的智慧可能只是反映了提問者的智慧？在這本書中，Sejnowski作為理解大腦功能的計算方法的先驅，回答了我們對這項驚人新技術的所有迫切問題。
Sejnowski首先描述了圍繞LLMs對語言理解的辯論，並探討了「思考」和「智慧」的概念。接著，他深入探討了語言模型的歷史演變，重點關注變壓器的角色、計算能力與模型大小之間的關聯，以及塑造LLMs的複雜數學。Sejnowski還提供了LLMs的歷史根源的見解，並討論了AI的潛在未來，特別是受自然啟發的下一代LLMs以及開發能源高效技術的重要性。
基於Sejnowski在AI和神經科學方面的雙重專業，《ChatGPT與AI的未來》是理解AI與人類智慧交集的權威指南。
作者簡介
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.
作者簡介(中文翻譯)
Terrence J. Sejnowski 是索克生物研究所的 Francis Crick Chair 及加州大學聖地牙哥分校的傑出教授。他已發表超過 500 篇科學論文和 12 本書籍，包括與 Patricia Churchland 合著的《The Computational Brain》。他在塑造於 2013 年由白宮宣布的 BRAIN Initiative 中發揮了重要作用，並於 2022 年獲得了享有盛譽的 Gruber Prize in Neuroscience。
