{"title":"From artificial to artefactual wisdom: governing territorial polyrhythmy","authors":"Nicolas Merveille","doi":"10.1007/s00146-026-03151-1","DOIUrl":null,"url":null,"abstract":"<div><p>This article proposes a conceptual grammar for governing the heterogeneous temporalities that coexist within a territory without ever unifying. We argue that contemporary algorithmic infrastructures (adaptive traffic systems, logistics platforms, predictive analytics) share an architectural commitment they cannot govern: they operate according to a dominant logic derived from Aristotle’s excluded third, treating contradictions as problems to be resolved through eliminating one of their terms. The governance of territorial polyrhythmy requires a different architecture. Our central contribution is a grammar for qualifying territorial temporal antagonisms, not a critique of the smart city paradigm alone. Drawing on Simondon’s metastability (1958), Stengers’s ecology of practices (2005), and Lupasco’s logic of the included third (1951), we propose three conceptual displacements: from excluded to included third, from problem-solving to antagonism governance, and from measurement to evaluation. These displacements give rise to what we call ArtefactKairos: technical devices oriented toward the composition of heterogeneous temporalities rather than the compression of time. Engaging the conversation on artificial wisdom opened in this journal (Casacuberta 2013; Tsai 2020; Sinha and Lakhanpal 2023) and extended beyond it (McGregor 2025; Chella 2025), we argue that wisdom can be understood as a systemic property of territorial governance, an idea not yet addressed by the existing literature. Building on the Aristotelian distinction between sophia and phronesis, and on Dreyfus’s account of embodied judgement, we displace wisdom from the individual to the territorial register and from the contemplative to the compositional. The wisdom at stake is artefactual rather than artificial in the agentive sense: it has no existence outside the technical mediations through which polyrhythmic antagonisms become perceptible, nameable, and governable. The article introduces the Tempobloc as an elementary unit of polyrhythmic analysis and the Tic-Tac Gears, an exploratory governance grammar whose seven spatial forms and seven temporal colours generate forty-nine configurations for qualifying territorial antagonisms. The Algo-Geriato antagonism between algorithmic acceleration and demographic deceleration, explored through the case of a Montreal intersection, serves as a paradigmatic example. The framework is theoretical: it specifies three concrete design shifts (from optimization to composition, from prediction to qualification, from measurement to evaluation) that may precede and orient technical implementation, while acknowledging that the economic matrix of acceleration lies beyond its current scope and constitutes its necessary complement.</p></div>","PeriodicalId":47165,"journal":{"name":"AI & Society","volume":"41 on","pages":"7205 - 7219"},"PeriodicalIF":6.1000,"publicationDate":"2026-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"AI & Society","FirstCategoryId":"1085","ListUrlMain":"https://link.springer.com/article/10.1007/s00146-026-03151-1","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE","Score":null,"Total":0}
引用次数: 0
Abstract
This article proposes a conceptual grammar for governing the heterogeneous temporalities that coexist within a territory without ever unifying. We argue that contemporary algorithmic infrastructures (adaptive traffic systems, logistics platforms, predictive analytics) share an architectural commitment they cannot govern: they operate according to a dominant logic derived from Aristotle’s excluded third, treating contradictions as problems to be resolved through eliminating one of their terms. The governance of territorial polyrhythmy requires a different architecture. Our central contribution is a grammar for qualifying territorial temporal antagonisms, not a critique of the smart city paradigm alone. Drawing on Simondon’s metastability (1958), Stengers’s ecology of practices (2005), and Lupasco’s logic of the included third (1951), we propose three conceptual displacements: from excluded to included third, from problem-solving to antagonism governance, and from measurement to evaluation. These displacements give rise to what we call ArtefactKairos: technical devices oriented toward the composition of heterogeneous temporalities rather than the compression of time. Engaging the conversation on artificial wisdom opened in this journal (Casacuberta 2013; Tsai 2020; Sinha and Lakhanpal 2023) and extended beyond it (McGregor 2025; Chella 2025), we argue that wisdom can be understood as a systemic property of territorial governance, an idea not yet addressed by the existing literature. Building on the Aristotelian distinction between sophia and phronesis, and on Dreyfus’s account of embodied judgement, we displace wisdom from the individual to the territorial register and from the contemplative to the compositional. The wisdom at stake is artefactual rather than artificial in the agentive sense: it has no existence outside the technical mediations through which polyrhythmic antagonisms become perceptible, nameable, and governable. The article introduces the Tempobloc as an elementary unit of polyrhythmic analysis and the Tic-Tac Gears, an exploratory governance grammar whose seven spatial forms and seven temporal colours generate forty-nine configurations for qualifying territorial antagonisms. The Algo-Geriato antagonism between algorithmic acceleration and demographic deceleration, explored through the case of a Montreal intersection, serves as a paradigmatic example. The framework is theoretical: it specifies three concrete design shifts (from optimization to composition, from prediction to qualification, from measurement to evaluation) that may precede and orient technical implementation, while acknowledging that the economic matrix of acceleration lies beyond its current scope and constitutes its necessary complement.
AI & SocietyCOMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE-
CiteScore
8.00
自引率
20.00%
发文量
257
期刊介绍:
AI & Society: Knowledge, Culture and Communication, is an International Journal publishing refereed scholarly articles, position papers, debates, short communications, and reviews of books and other publications. Established in 1987, the Journal focuses on societal issues including the design, use, management, and policy of information, communications and new media technologies, with a particular emphasis on cultural, social, cognitive, economic, ethical, and philosophical implications.
AI & Society has a broad scope and is strongly interdisciplinary. We welcome contributions and participation from researchers and practitioners in a variety of fields including information technologies, humanities, social sciences, arts and sciences. This includes broader societal and cultural impacts, for example on governance, security, sustainability, identity, inclusion, working life, corporate and community welfare, and well-being of people. Co-authored articles from diverse disciplines are encouraged.
AI & Society seeks to promote an understanding of the potential, transformative impacts and critical consequences of pervasive technology for societies. Technological innovations, including new sciences such as biotech, nanotech and neuroscience, offer a great potential for societies, but also pose existential risk. Rooted in the human-centred tradition of science and technology, the Journal acts as a catalyst, promoter and facilitator of engagement with diversity of voices and over-the-horizon issues of arts, science, technology and society.
AI & Society expects that, in keeping with the ethos of the journal, submissions should provide a substantial and explicit argument on the societal dimension of research, particularly the benefits, impacts and implications for society. This may include factors such as trust, biases, privacy, reliability, responsibility, and competence of AI systems. Such arguments should be validated by critical comment on current research in this area. Curmudgeon Corner will retain its opinionated ethos.
The journal is in three parts: a) full length scholarly articles; b) strategic ideas, critical reviews and reflections; c) Student Forum is for emerging researchers and new voices to communicate their ongoing research to the wider academic community, mentored by the Journal Advisory Board; Book Reviews and News; Curmudgeon Corner for the opinionated.
Papers in the Original Section may include original papers, which are underpinned by theoretical, methodological, conceptual or philosophical foundations. The Open Forum Section may include strategic ideas, critical reviews and potential implications for society of current research. Network Research Section papers make substantial contributions to theoretical and methodological foundations within societal domains. These will be multi-authored papers that include a summary of the contribution of each author to the paper. Original, Open Forum and Network papers are peer reviewed. The Student Forum Section may include theoretical, methodological, and application orientations of ongoing research including case studies, as well as, contextual action research experiences. Papers in this section are normally single-authored and are also formally reviewed. Curmudgeon Corner is a short opinionated column on trends in technology, arts, science and society, commenting emphatically on issues of concern to the research community and wider society. Normal word length: Original and Network Articles 10k, Open Forum 8k, Student Forum 6k, Curmudgeon 1k. The exception to the co-author limit of Original and Open Forum (4), Network (10), Student (3) and Curmudgeon (2) articles will be considered for their special contributions.
Please do not send your submissions by email but use the "Submit manuscript" button.
NOTE TO AUTHORS: The Journal expects its authors to include, in their submissions:
a) An acknowledgement of the pre-accept/pre-publication versions of their manuscripts on non-commercial and academic sites.
b) Images: obtain permissions from the copyright holder/original sources.
c) Formal permission from their ethics committees when conducting studies with people.