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Attention is all they need: cognitive science and the (techno)political economy of attention in humans and machines

Pablo González Torre, Marta Pérez-verdugo, Xabier E. Barandiaran

Ai & Society January 1, 2026 DOI: 10.1007/s00146-025-02400-z (opens in new tab) via Springer Nature

Summary

AI-generated from the abstract

Digital platforms exploit the attention economy by using AI and data analytics to shape user engagement, creating cycles of attention capture and data extraction. Classical cognitivist and behaviorist theories fail to address harms to user autonomy and wellbeing. 4E approaches to cognitive science—emphasizing embodied, extended, enactive, and ecological cognition—provide a normative standpoint for understanding how digital environments actively constitute attentional patterns. Habit formation in digital contexts threatens personal autonomy by disaggregating habits into AI-managed behavioral patterns. A paradigm shift toward an ecology of attention is needed to foster environments that preserve human cognitive and social capacities against cognitive capitalism's exploitative tendencies.

Study at a glance

Characteristics Theoretical or philosophical paper Peer reviewed
Keywords Attention economy Engagement Habit Digital platforms Enactive cognitive science
Key finding Argues that a paradigm shift toward an ecology of attention is necessary to counter the exploitative tendencies of cognitive capitalism and preserve human cognitive and social capacities.

Abstract

This paper critically analyses the “attention economy” within the framework of cognitive science and techno-political economics, as applied to both human and machine interactions. We explore how current business models, particularly in digital platform capitalism, harness user engagement by strategically shaping attentional patterns. These platforms utilize advanced AI and massive data analytics to enhance user engagement, creating a cycle of attention capture and data extraction. We review contemporary (neuro)cognitive theories of attention and platform engagement design techniques and criticize classical cognitivist and behaviourist theories for their inadequacies in addressing the potential harms of such engagement on user autonomy and wellbeing. 4E approaches to cognitive science, instead, emphasizing the embodied, extended, enactive, and ecological aspects of cognition, offer us an intrinsic normative standpoint and a more integrated understanding of how attentional patterns are actively constituted by adaptive digital environments. By examining the precarious nature of habit formation in digital contexts, we reveal the techno-economic underpinnings that threaten personal autonomy by disaggregating habits away from the individual, into an AI managed collection of behavioural patterns. Our current predicament suggests the necessity of a paradigm shift towards an ecology of attention. This shift aims to foster environments that respect and preserve human cognitive and social capacities, countering the exploitative tendencies of cognitive capitalism.

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