Keeping Your AI Under Control: A Pragmatic Guide to Identifying, Evaluating, and Quantifying Risks
暫譯: 控制你的 AI：識別、評估和量化風險的務實指南
Tamboli, Anand
相關主題
商品描述
Much of our daily lives intertwine with artificial intelligence. From watching movies recommended by our entertainment streaming service, to interacting with customer service chatbots, to autotagging photos of friends in our social media apps, AI plays an invisible part in enriching our lives. While AI may be seen as a panacea for enterprise advancement and consumer convenience, it is still an emerging technology, and its explosive growth needs to be approached with proper care and preparation. How do we tackle the challenges it presents, and how do we make sure that it does precisely what it is supposed to do?
In Keeping Your AI Under Control, author Anand Tamboli explores the inherent risk factors of the widespread implementation of artificial intelligence. The author delves into several real-life case studies of AI gone wrong, including Microsoft's 2016 chatbot disaster, Uber's autonomous vehicle fatally wounding a pedestrian, and an entire smart home in Germany dangerously malfunctioning because of one bad lightbulb. He expertly addresses the need to challenge our current assumptions about the infallibility of technology.
The importance of data governance, rigorous testing before roll-out, a chain of human accountability, ethics, and much more are all detailed in Keeping Your AI Under Control. Artificial intelligence will not solve all of our problems for good, but it can (and will) present us with new solutions. These solutions can only be achieved with proper planning, continued maintenance, and above all, a foundation of attuned human supervision.
What You Will Learn
- Understand various types of risks involved in developing and using AI solutions
- Identify, evaluate, and quantify risks pragmatically
- Utilize AI insurance to support residual risk management
Who This Book Is For
Progressive businesses that are on a journey to use AI (buyers/customers), technical and financial leaders in AI solution companies (solution vendors), AI system integrators (intermediaries), project and technology leads of AI deployment projects, technology purchase decision makers, CXOs and legal officers (solution users).
商品描述(中文翻譯)
我們的日常生活中與人工智慧息息相關。從觀看娛樂串流服務推薦的電影，到與客戶服務聊天機器人互動，再到在社交媒體應用中自動標記朋友的照片，人工智慧在豐富我們生活的過程中扮演著無形的角色。雖然人工智慧可能被視為企業進步和消費者便利的萬能藥，但它仍然是一項新興技術，其爆炸性的增長需要以適當的方式進行處理和準備。我們該如何應對它所帶來的挑戰，並確保它能夠準確地執行其應有的功能？
在《保持你的人工智慧在控制之中》一書中，作者Anand Tamboli探討了廣泛實施人工智慧所固有的風險因素。作者深入研究了幾個人工智慧失敗的真實案例，包括微軟2016年的聊天機器人災難、Uber的自駕車致命傷害行人，以及德國一個智能家居因為一個壞燈泡而危險故障的情況。他專業地指出了挑戰我們對技術無誤性當前假設的必要性。
《保持你的人工智慧在控制之中》詳細說明了數據治理的重要性、推出前的嚴格測試、人類責任鏈、倫理等多個方面。人工智慧不會永遠解決我們所有的問題，但它可以（並且將會）為我們提供新的解決方案。這些解決方案只能通過適當的規劃、持續的維護，以及最重要的，建立在調整良好的人類監督基礎上來實現。
你將學到什麼
- 了解開發和使用人工智慧解決方案所涉及的各種風險
- 務實地識別、評估和量化風險
- 利用人工智慧保險來支持剩餘風險管理
本書適合誰
進取的企業，正在使用人工智慧的旅程中（買家/客戶）、人工智慧解決方案公司的技術和財務領導者（解決方案供應商）、人工智慧系統集成商（中介）、人工智慧部署項目的項目和技術負責人、技術採購決策者、CXO和法律官員（解決方案使用者）。
作者簡介
Anand Tamboli helps businesses and professionals in leveraging emerging technologies wisely in the ever-changing landscape of disruption.
As a professional speaker, he educates the audience on topics of future technologies, disruption, innovation, adaptability, and other contemporary matters. As a futurist with a unique perspective, he can often shed new light on a topic which an industry has "done to death".
Being a prolific writer, Anand has authored several articles to date. Anand is also the author of Build Your Own IoT Platform (Apress, 2019), an award-winning book on the Internet of Things.
When he is not speaking at conferences, you will find him helping professionals in their endeavors, mentoring, and facilitating startups.
For a large part of his career, Anand has worked in the manufacturing industry, where he designed, developed, used, and applied (and at times rejected) technical solutions. Besides manufacturing, Anand also has direct experience in education, engineering, pharmaceutical, telecommunications, IT and ITES, banking, insurance, and other industries. This cross-domain and multi-industry experience enables him to see things with a uniquely different lens.Anand is a full spectrum thinker and believes, "Technology is not a panacea--it takes the right combination of people, process, technology, and timing to achieve the best results." Anand is also an intense spiritual seeker; he talks deeply, writes boldly, and mentors empathetically.
Reach him at anandtamboli.com.
作者簡介(中文翻譯)
Anand Tamboli 協助企業和專業人士在不斷變化的顛覆性環境中明智地利用新興技術。
作為一名專業演講者，他向觀眾講解未來技術、顛覆、創新、適應性及其他當代議題。作為一位具有獨特視角的未來學家，他經常能為行業中已經「討論過度」的主題帶來新的見解。
Anand 是一位多產的作家，迄今已撰寫多篇文章。他也是《Build Your Own IoT Platform》（Apress, 2019）的作者，這本書獲得了有關物聯網的獎項。
當他不在會議上演講時，你會發現他在幫助專業人士的努力、指導和促進初創企業。
在他職業生涯的很大一部分時間裡，Anand 在製造業工作，設計、開發、使用和應用（有時拒絕）技術解決方案。除了製造業，Anand 還在教育、工程、製藥、電信、IT 和 ITES、銀行、保險及其他行業擁有直接經驗。這種跨領域和多行業的經驗使他能夠以獨特的視角看待事物。
Anand 是一位全方位的思考者，他相信「技術不是萬能的——需要正確的人、流程、技術和時機的組合才能達到最佳結果。」Anand 也是一位熱衷於靈性探索的人；他深入交談、大膽寫作，並以同理心指導他人。
可以通過 anandtamboli.com 聯繫他。
