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On Nonscalability

Common Knowledge 18 (3):505-524 (2012)

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  1. Diversity and language technology: how language modeling bias causes epistemic injustice.Fausto Giunchiglia, Gertraud Koch, Gábor Bella & Paula Helm - 2024 - Ethics and Information Technology 26 (1):1-15.
    It is well known that AI-based language technology—large language models, machine translation systems, multilingual dictionaries, and corpora—is currently limited to three percent of the world’s most widely spoken, financially and politically backed languages. In response, recent efforts have sought to address the “digital language divide” by extending the reach of large language models to “underserved languages.” We show how some of these efforts tend to produce flawed solutions that adhere to a hard-wired representational preference for certain languages, which we call (...)
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  • Cosmopolitical Perplexities.Casper Bruun Jensen - 2022 - Common Knowledge 28 (2):177-197.
    Over the last decade, the Anthropocene has overrun the discourses of the humanities and social sciences. Remarkably, two of the most astute commentators, the cross-disciplinary theorist Barbara Herrnstein Smith and the unorthodox philosopher Isabelle Stengers, find inspiration for grappling with these issues in the same apparently odd place: the work of the Polish microbiologist and comparative epistemologist Ludwik Fleck. The first part of this essay explores the role of Fleck's radical constructivism in Smith's analyses of perplexing Anthropocene realities and Stengers's (...)
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  • Object‐Oriented Ontology and the Other of We in Anthropocentric Posthumanism.Yogi Hale Hendlin - 2023 - Zygon 58 (2):315-339.
    The object-oriented ontology group of philosophies, and certain strands of posthumanism, overlook important ethical and biological differences, which make a difference. These allied intellectual movements, which have at times found broad popular appeal, attempt to weird life as a rebellion to the forced melting of lifeforms through the artefacts of capitalist realism. They truck, however, in a recursive solipsism resulting in ontological flattening, overlooking that things only show up to us according to our attunement to them. Ecology and biology tend (...)
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  • City of Potentialities: An Introduction.AbdouMaliq Simone - 2016 - Theory, Culture and Society 33 (7-8):5-29.
    This introduces a series of articles in a themed section entitled City of Potentialities: Race, Violence and Invention. The section concerns how we might think more specifically about how to act in domains where complexity is both a resource for the imagination and an impediment to action. What kinds of dilemmas do residents face and what kinds of practices do they engage in in order to continuously gather up the tools and possibilities to endure in volatile urban conditions, where volatility (...)
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  • Datafied knowledge production: Introduction to the special theme.Rasmus Helles, Mikkel Flyverbom & Nanna Bonde Thylstrup - 2019 - Big Data and Society 6 (2).
    Framing datafication as new form of knowledge production has become a trope in both academic and commercial contexts. This special theme examines and ultimately rejects the familiar grand claims of datafication, to instead pay attention to emergent conversations that seek to take a more nuanced stock of the status and nature of datafied knowledge production. The articles in this special theme thus engage with datafied knowledge production through elaborate explorations of how datafied knowledge depends on the contexts of its production (...)
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  • Inserting machines, displacing people: how automation imaginaries for agriculture promise ‘liberation’ from the industrialized farm.Patrick Baur & Alastair Iles - 2023 - Agriculture and Human Values 40 (3):815-833.
    An emerging discourse about automated agricultural machinery imagines farms as places where farmers and workers do not need to be, but also implicitly frames farms as intolerable places where people do not want to be. Only autonomous machines, this story goes, can relieve farmers and workers of this presumed burden by letting them ‘farm at a distance’. In return for this distanced autonomy, farmers are promised increased control over their work-life balance and greater farm productivity from letting ‘smart’ robots assume (...)
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  • Emotions and the Systematization of Connective Labor.Allison J. Pugh - 2022 - Theory, Culture and Society 39 (5):23-42.
    A profusion of jobs has arisen in contemporary capitalism involving ‘connective labor’, or the work of emotional recognition. Yet the expansion of this interpersonal work occurs at the same time as its systematization, as pressures of efficiency, measurement and automation reshape the work, generating a ‘colliding intensification’. Existing scholarship offers three different ways of understanding the role of emotions in connective labor – as tool, commodity or vulnerability – depending on their view of systematization as useful, inseparable or dehumanizing. Based (...)
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  • The reconfiguration of biobanks in Europe under the BBMRI-ERIC framework: towards global sharing nodes?Miquel Domènech & Violeta Argudo-Portal - 2020 - Life Sciences, Society and Policy 16 (1):1-15.
    Freezers with biospecimen deposits became biobanks and later were networked at the pan-European level in 2013 under the Biobanking and BioMolecular Resources Research Infrastructure—European Research Infrastructure Consortium (BBMRI-ERIC). Drawing on document analysis about the BBMRI-ERIC and multi-sited fieldwork with biobankers in Spain from a science and technology studies approach, we explore what biobanks are expected to do and become under the BBMRI-ERIC framework, and how infrastructural transitions promote particular transformations in biobanking practices. The primary purpose of biobanks in Europe is (...)
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