Normativity and the Intelligent Matter Framework

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Authors: Barnaby Crook
Cited by: 0
References: 64

Abstract

An emerging field at the intersection of artificial intelligence, materials science, physical chemistry, and nanotechnology targets the creation of intelligent matter . However, despite demonstration of interesting behaviors in molecular systems and soft materials, the production of truly intelligent matter remains elusive. To address this, Kaspar and colleagues articulate a theoretical framework purporting to guide and evaluate the progress of the field. In this chapter, I argue that the absence of a normative criterion by which to assess the behavior of proto-intelligent material systems prevents the framework from adequately serving its guiding and evaluative functions. Without a clear specification of what kinds of behaviors count as intelligent, researchers are unlikely to develop material systems that exhibit them. I propose to augment the IMF with a normative criterion requiring purportedly intelligent systems to implement concrete behaviors which contribute towards higher-order goals in virtue of the coordinated activity of their functional elements.

Fields of Study & Subjects

Advanced Materials and Mechanics Complex Systems and Dynamics Machine Learning in Materials Science

Publication details

Journal / source
Machine intelligence for materials science
Pages
437–461
Publication date
1 January 2026
Language
EN
Document type
Book chapter