ENGLISH

AI for Behavioural Science

By Stuart Mills

Book information

Publisher
CRC Press
Year
2022
ISBN
1032066695, 9781032066691
Language
english
Format
PDF
Filesize
9 MB (9505059 bytes)
Pages
128\130
Time added
2022-10-27 21:27:38

Description

This book is a concise introduction to emerging concepts and ideas found at the intersection of contemporary behavioural science and artificial intelligence. The book explores how these disciplines interact, change, and adapt to one another and what the implications of such an interaction are for practice and society. AI for Behavioural Science book begins by exploring the field of machine behaviour, which advocates using behavioural science to investigate artificial intelligence. This perspective is built upon to develop a framework of terminology that treats humans and machines as comparable entities possessing their own motive power. From here, the notion of artificial intelligence systems becoming choice architects is explored through a series of reconceptualisations. The architecting of choices is reconceptualised as a process of selection from a set of choice architectural designs, while human behaviour is reconceptualised in terms of probabilistic outcomes. The material difference between the so-called "manual nudging" and "automatic nudging" (or hypernudging) is then explored. The book concludes with a discussion of who is responsible for autonomous choice architects. Cover Half Title Title Page Copyright Page Table of Contents Introduction Chapter 1 Human Behaviour and Machine Behaviour Machine Behaviour Understanding Black Boxes Are Machines Behaving? Machines as Mirrors Programming Conflict Shifting Focus Summary: Chapter 1 Notes Chapter 2 {Definitions: “…”} Introduction Behaviour Intelligence Machine Summary: Chapter 2 Notes Chapter 3 The Autonomous Choice Architect Introduction Reconceptualisation (1): Sets of Possible Designs A Note on Potency Architecting Autonomously The Policymaker The Retailer The Informer The Shapeshifter Reconceptualisation (2): Nudging, through the Eye of a Machine Behavioural Friction Inverted-U What’s in a Shape? Summary: Chapter 3 Notes Chapter 4 AI Knows Best Introduction “What Is a Hypernudge?” Part 1 “What Is a Hypernudge?” Part 2 Dynamism Personalisation Real-time (Re)Configuration A Note on Predictive Capacity and Hiddenness Three Burdens The Burden of Avoidance The Burden of Understanding The Burden of Experimentation Summary: Chapter 4 Notes Chapter 5 Some Concluding Discussions Strange Loops and Strange Realities Distance from Action Assumption of Error Behavioural Logic The Return of Behaviourism? Summary: Chapter 5 Notes References Index

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