Generative AI and Large Language Models: Opportunities, Challenges, and Applications: Volume 1
暫譯: 生成式人工智慧與大型語言模型:機會、挑戰與應用:第一卷
Koubaa, Anis, Ammar, Adel, Ghouti, Lahouari
- 出版商: Springer
- 出版日期: 2025-08-22
- 售價: $7,670
- 貴賓價: 9.5 折 $7,287
- 語言: 英文
- 頁數: 310
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031905725
- ISBN-13: 9783031905728
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相關分類:
Large language model
海外代購書籍(需單獨結帳)
商品描述
This book provides a comprehensive exploration of the transformative impact of AI technologies across diverse fields. From revolutionizing healthcare diagnostics and advancing natural language processing for low-resource languages to enhancing software development and promoting environmental sustainability, this book explores the cutting-edge advancements and practical applications of generative AI and large language models (LLMs). With a focus on both opportunities and challenges, the book examines the architectural challenges of transformer-based models, the ethical implications of AI, and the importance of language-specific adaptations, particularly for low-resource languages like Arabic. It also highlights the role of AI in code development, multimodal applications, and its integration with intellectual property frameworks. This book is an essential resource for researchers, practitioners, and policymakers seeking to understand and harness the potential of AI to drive innovation and global progress.
商品描述(中文翻譯)
本書全面探討了人工智慧(AI)技術在各個領域的變革性影響。從徹底改變醫療診斷、推進低資源語言的自然語言處理,到提升軟體開發和促進環境可持續性,本書探討了生成式 AI 和大型語言模型(LLMs)的前沿進展及其實際應用。書中著重於機會與挑戰,檢視基於變壓器(transformer)模型的架構挑戰、AI 的倫理影響,以及語言特定適應的重要性,特別是對於像阿拉伯語這樣的低資源語言。它還強調了 AI 在程式碼開發、多模態應用中的角色,以及其與智慧財產權框架的整合。本書是研究人員、實務工作者和政策制定者了解並利用 AI 潛力以推動創新和全球進步的重要資源。