AI Workers, Geopolitics, and Algorithmic Collective Action

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1. Verfasser: Reis, Sydney
Format: Preprint
Veröffentlicht: 2025
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author Reis, Sydney
author_facet Reis, Sydney
contents According to the theory of International Political Economy (IPE), states are often incentivized to rely on rather than constrain powerful corporations. For this reason, IPE provides a useful lens to explain why efforts to govern Artificial Intelligence (AI) at the international and national levels have thus far been developed, applied, and enforced unevenly. Building on recent work that explores how AI companies engage in geopolitics, this position paper argues that some AI workers can be considered actors of geopolitics. It makes the timely case that governance alone cannot ensure responsible, ethical, or robust AI development and use, and greater attention should be paid to bottom-up interventions at the site of AI development. AI workers themselves should be situated as individual agents of change, especially when considering their potential to foster Algorithmic Collective Action (ACA). Drawing on methods of Participatory Design (PD), this paper proposes engaging AI workers as sources of knowledge, relative power, and intentionality to encourage more responsible and just AI development and create the conditions that can facilitate ACA.
format Preprint
id arxiv_https___arxiv_org_abs_2511_17331
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle AI Workers, Geopolitics, and Algorithmic Collective Action
Reis, Sydney
Computers and Society
Artificial Intelligence
Human-Computer Interaction
K.4.0; H.5.2
According to the theory of International Political Economy (IPE), states are often incentivized to rely on rather than constrain powerful corporations. For this reason, IPE provides a useful lens to explain why efforts to govern Artificial Intelligence (AI) at the international and national levels have thus far been developed, applied, and enforced unevenly. Building on recent work that explores how AI companies engage in geopolitics, this position paper argues that some AI workers can be considered actors of geopolitics. It makes the timely case that governance alone cannot ensure responsible, ethical, or robust AI development and use, and greater attention should be paid to bottom-up interventions at the site of AI development. AI workers themselves should be situated as individual agents of change, especially when considering their potential to foster Algorithmic Collective Action (ACA). Drawing on methods of Participatory Design (PD), this paper proposes engaging AI workers as sources of knowledge, relative power, and intentionality to encourage more responsible and just AI development and create the conditions that can facilitate ACA.
title AI Workers, Geopolitics, and Algorithmic Collective Action
topic Computers and Society
Artificial Intelligence
Human-Computer Interaction
K.4.0; H.5.2
url https://arxiv.org/abs/2511.17331