Scaling Responsible AI: From Enthusiasm to Execution
暫譯: 擴展負責任的人工智慧:從熱情到執行

Russell, Noelle

  • 出版商: Wiley
  • 出版日期: 2025-04-01
  • 售價: $1,460
  • 貴賓價: 9.5$1,387
  • 語言: 英文
  • 頁數: 352
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1394289642
  • ISBN-13: 9781394289646
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Like a cuddly tiger cub growing into a cunning and formidable full-grown adult, the allure and promise of AI threatens to overshadow the real and substantial risks involved in its adoption. This is a powerful technology that deserves respect and careful planning, not a fad that can be implemented overnight to take advantage of some cool new bells and whistles.

In Scaling Responsible AI: From Enthusiasm to Execution, celebrated AI visionary Noelle Russell delivers an insightful and practical new discussion about how business and technical leaders should choose to implement artificial intelligence and what they should avoid in their quest for competitive advantage and improved revenue.

Russell walks you through concepts like model accuracy, bias mitigation, architecting at scale, and cybersecurity as she explains how you can incorporate AI into your company's business model while mitigating the substantial risks involved in this particular technology. You'll learn to navigate through the hype cycle and figure out how to separate fact from breathless fiction, distinguishing between what's real (and profitable) and what you can safely ignore.

Scaling Responsible AI explains how you can match great technology with solid, reliable leadership to unlock the latest advances in artificial intelligence--without unleashing many of the problems and pitfalls that bedevil less well-informed companies.

Perfect for managers, executives, board members, entrepreneurs, founders, and other business leaders, Scaling Responsible AI will also prove invaluable for AI, machine learning, and data professionals, as well as anyone with an interest in the future of one of today's most exciting and promising technologies.

商品描述(中文翻譯)

像是一隻可愛的小老虎逐漸成長為狡猾而強大的成年虎,人工智慧的魅力和承諾威脅著掩蓋其採用過程中所涉及的真實且重大的風險。這是一項值得尊重和謹慎規劃的強大技術,而不是可以一夜之間實施以利用一些炫酷新功能的潮流。

在《Scaling Responsible AI: From Enthusiasm to Execution》中,知名的人工智慧先驅Noelle Russell提供了一個深入且實用的新討論,關於商業和技術領導者應如何選擇實施人工智慧,以及在追求競爭優勢和提高收入的過程中應避免的事項。

Russell將帶領您了解模型準確性、偏見緩解、大規模架構和網絡安全等概念,並解釋如何將人工智慧融入您公司的商業模式,同時減輕這項技術所涉及的重大風險。您將學會如何穿越炒作周期,並找出如何區分事實與誇張的虛構,辨別哪些是真實(且有利可圖)的,以及哪些可以安全忽略。

《Scaling Responsible AI》解釋了如何將優秀的技術與穩健可靠的領導力相結合,以解鎖人工智慧的最新進展——而不會釋放出困擾那些資訊不足公司的許多問題和陷阱。

本書非常適合經理、執行官、董事會成員、企業家、創始人及其他商業領導者,同時對於人工智慧、機器學習和數據專業人士,以及對當今最令人興奮和最具潛力的技術未來感興趣的任何人來說,《Scaling Responsible AI》也將是無價之寶。

作者簡介

NOELLE RUSSELL has extensive experience at the forefront of artificial intelligence innovation, having worked with companies including Microsoft, IBM, Red Hat, Accenture, AWS, and Amazon Alexa. She has worked across industries and remains a staunch advocate for inclusive AI engineering and data practices. Russell is a top-rated keynote speaker and is an expert on how to harness the power of mindful leadership to inspire others.

作者簡介(中文翻譯)

NOELLE RUSSELL 在人工智慧創新領域擁有豐富的經驗,曾與包括 Microsoft、IBM、Red Hat、Accenture、AWS 和 Amazon Alexa 等公司合作。她在各行各業中工作,並持續堅持倡導包容性的 AI 工程和數據實踐。Russell 是一位備受推崇的主題演講者,並且是如何利用有意識的領導力來激勵他人的專家。