Hallucination and Panic in Autonomous Systems: Paradigms and Applications
暫譯: 自主系統中的幻覺與恐慌：範式與應用
Wallace, Rodrick
- 出版商: Springer
- 出版日期: 2025-09-27
- 售價: $7,130
- 貴賓價: 9.5 折 $6,774
- 語言: 英文
- 頁數: 224
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031952065
- ISBN-13: 9783031952067
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相關分類:
Machine Learning
海外代購書籍(需單獨結帳)
商品描述
This book applies the powerful asymptotic limit theorems of information and control theories to understanding the dynamics of dysfunction in cognitive cultural artifacts encompassing individual minds, small social groupings, institutions, machine systems, and their many critical composites. A particular focus is on attempts to build 'intelligent machines' that would supposedly rival or surpass human minds. All such efforts are blindsided by the reality that all such machines are cultural artifacts of those who build them, closely reflecting cultural priorities and blindness, and that intelligent entities lacking the feedback of high-speed embodiment must endure exaggerated levels of failure by fabulation and hallucination. A principal feature is the detailed working-out of many probability models that can serve as the foundation of statistical tools for the analysis of real-time, real-world data on cognitive failure across a broad range of modes, scales, and levels of organization.
商品描述(中文翻譯)
本書應用信息與控制理論的強大漸近極限定理，以理解認知文化產物中功能失調的動態，這些產物涵蓋了個體心智、小型社會群體、機構、機器系統及其許多關鍵組合。特別關注的是嘗試構建「智能機器」，這些機器據稱能夠與人類心智相抗衡或超越。所有這些努力都被現實所盲目，因為所有這些機器都是其建造者的文化產物，密切反映了文化優先事項和盲點，而缺乏高速具身反饋的智能實體必須承受由虛構和幻覺所帶來的誇張失敗水平。本書的一個主要特點是詳細推導許多概率模型，這些模型可以作為分析廣泛模式、規模和組織層次的認知失敗的實時、現實世界數據的統計工具的基礎。
作者簡介
Rodrick Wallace is a research scientist in the Division of Epidemiology at the New York State Psychiatric Institute, affiliated with the Columbia University Department of Psychiatry. He has an undergraduate degree in mathematics and a Ph.D. in physics from Columbia and completed postdoctoral training in the epidemiology of mental disorders at Rutgers. He worked as a public interest lobbyist, including two decades conducting empirical studies of fire service deployment, and subsequently received an Investigator Award in Health Policy Research from the Robert Wood Johnson Foundation. In addition to material on public health and public policy, he has published peer-reviewed studies modeling evolutionary process and heterodox economics, as well as many quantitative analyses of institutional, machine, and biological cognition. He publishes extensively in the military science literature and received one of the UK MoD RUSI Trench Gascoigne Essay Awards.
作者簡介(中文翻譯)
羅德里克·華萊士（Rodrick Wallace）是紐約州精神醫學研究所流行病學部的研究科學家，並與哥倫比亞大學精神科系有關聯。他擁有數學的學士學位和哥倫比亞大學的物理學博士學位，並在羅格斯大學完成了精神疾病流行病學的博士後訓練。他曾擔任公共利益遊說者，包括二十年進行消防服務部署的實證研究，並隨後獲得羅伯特·伍德·約翰遜基金會的健康政策研究調查員獎。除了公共健康和公共政策的材料外，他還發表了同行評審的研究，模擬演化過程和異端經濟學，以及許多對於制度、機器和生物認知的定量分析。他在軍事科學文獻中廣泛發表，並獲得英國國防部皇家聯合服務研究所（RUSI）特倫奇·加斯科因（Trench Gascoigne）論文獎之一。
