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Steve Jankowski

@textaural.bsky.social
394 followers 320 following 351 posts

Assistant Professor in New Media Histories at UvA. Curator of Keywords for Studying Media, Culture & Information textaural.com/keywords. I study Wikipedia, utopian computation, design and consensus politics, often all at once.

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Steve Jankowski @textaural.bsky.social · 06/10/2026
Fun fact for readers of this post: Wikipedia has been a primary source of AI extraction for most of its existence, with major recognition of this research starting in 2011. link.springer.com/article/10.1.... What we are seeing now is the dream of 2000s "Wikinomics" materializing now.
A diagram showing four main trajectories of Wikimedia research since 2005 that treated Wikipedia and its sister projects as a means to extract semantics; mapping the sociotechnics of social media; theorizing the commons, and enabling peer production.  Extracting semantics has been the most cited angle of research about Wikipedia since 2021 [numbers based on the top ten most cited works in each angle].
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Steve Jankowski @textaural.bsky.social · 02/10/2026
Via @dropout.tv the closest approximation of my profession's (media arts professor) colour (#8EFC56) davidsimaginedfuture.org
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Steve Jankowski @textaural.bsky.social · 29/09/2026
I know there are many data visualizations to adore. This will remain top five for me.
Export in Bananen in Tonnen von 1994-2005 (Banana exports in tonnes from 1994-2005). It is a multicolour bar chart in 3D with photos of bananas in the background.
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Steve Jankowski @textaural.bsky.social · 28/09/2026
Biblically-accurate Wikipedian commons.wikimedia.org/wiki/File:Wi...
This image comes for a Wikimedia style guide document as an example Wikimedia imagery. It has an illustration of a femme-presenting person x's on their shirt and a hat with many eyes on it. It looks like a less intense version of an Angel from Ezekiel in the Christian Bible.
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Steve Jankowski @textaural.bsky.social · 21/09/2026
👏 This is the type of work of what I've been thinking about when I argued that we need a utopian media studies. Getting offline is not the answer. Instead, there's just a lot of work to do. journals.sagepub.com/doi/10.1177/...
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Steve Jankowski @textaural.bsky.social · 20/09/2026
The new monospace Datatype font takes Edward Tufte's ideas and jams them into a font. So lovely. franktisellano.github.io/datatype/ Only thing that could be better is if it was designed to match ET Bembo (maybe it does, I'll have to try it out).
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Steve Jankowski @textaural.bsky.social · 11/09/2026
Wikimedia research methodologies: a bibliometric history of peer production and AI (2005–2025) – I describe the past 20y of this charismatic research object from the perspective of how concerns and methods have shaped its meaning both for researchers and the public more broadly rdcu.be/jjVzyGCbjFja
A triangular diagram that shows the preference for qualitative, quantitative, and evaluative research when studying Wikimedia projects from seven research concerns: Digital property and Commons; Distributed authority; Social media platforms; a reliable source; optimizing Wikipedia; Corporate AI Software; and Wikipedia's significance.
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Steve Jankowski @textaural.bsky.social · 10/09/2026
On target. We saw this also at work with discourses about AI and the 19th century daguerreotype. But what we argue is that there is with new media in general, there is a moment of unsettling the relationship between culture and technique. It repeats a bit. journals.sagepub.com/doi/full/10....
A screenshot of a research paper: The enduring schism between culture and technique: Historical (dis)continuities between the Daguerreotype and Generative AI. By 
Claudio Celis Bueno, Steve Jankowski and Jakko Kemper
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Steve Jankowski @textaural.bsky.social · 06/09/2026
commons.wikimedia.org/wiki/File:To...
A picture taken from Wikicommons titled "Topology joke." A coffee cup with a handle is topologically equivalent to a donut. A coffee cup transforming into a donut is represented by ceramic models.
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Steve Jankowski @textaural.bsky.social · 20/08/2026
One of my colleagues Lydia Kollyri had paper "rethinking platform vernaculars" published with New Media & Society. She told me she wrote it because students struggle with these ideas in a course we teach together. Should be a classic explainer on the concept journals.sagepub.com/doi/pdf/10.1...
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Steve Jankowski @textaural.bsky.social · 13/08/2026
An infobox for the ages. en.wikipedia.org/wiki/Count_B...
A screenshot of the Wikipedia infobox for Count Binface which includes their species (Recyclon) and the origin (Sigma IX).
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Steve Jankowski @textaural.bsky.social · 03/08/2026
☀️ U T O P I A N ☀️ M E D I A ☀️ S T U D I E S ☀️ I am so proud of this work w/ Convergence. Kemper & I make the argument that many media scholars use utopian approaches in their research. But we just need to reflect on how to do it together, and do it well. journals.sagepub.com/doi/epub/10....
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Steve Jankowski @textaural.bsky.social · 16/07/2026
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Steve Jankowski @textaural.bsky.social · 13/07/2026
I'm proud to announce "Digital ecologies of hope: A natural history of emerging media futures" as the last Utopian Media Studies article. It includes a creative supplement (which is the entire article, but illustrated: journals.sagepub.com/doi/suppl/10... journals.sagepub.com/doi/10.1177/...
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Steve Jankowski @textaural.bsky.social · 06/07/2026
Likely Bunsen Honeydew. AND just realized, in this moment, that his lastname is likely because his head looks like a honeydew melon.
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Steve Jankowski @textaural.bsky.social · 04/07/2026
My riff on the Cyberpunks prayer from www-jstor-org.proxy.uba.uva.nl/stable/1465622 (p. 792).
A revised version of the Cyberpunks prayer. 
Our User,
Who art in data,
Hallow be thy network.
Thy update come,
Thy code will be run
Offline as it is online,
Give us this day our daily thread,
And block our toxic posts
As we block those who troll against us.
And lead us not into disconnection,
But deliver us from disconnection.
For thine is the System and the Software
and the glory forever, and ever 
Amen.
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Steve Jankowski @textaural.bsky.social · 30/06/2026
🚨 INTERNET HISTORY ALERT 🚨 Super excited to announce my two entries of "Projects" and "Hype Histories" as part of the _Imagining the Internet(s)_ Collaborative glossary by the Institute of Network Cultures. networkcultures.org/wp-content/u...
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Steve Jankowski @textaural.bsky.social · 29/06/2026
As part of the special issue on Utopian Media Studies that I am co-editing with Convergence, I am pleased to see this article by the very talented @anya-shchetvina.bsky.social and @nathaliefridz.bsky.social come out. journals.sagepub.com/doi/10.1177/... #utopia #mediastudies #webhistory
Screenshot of the journal title page for the article: "The Vernacular web: A notion at the intersection of media theory and a utopian web imaginary". with the abstract: "This article critically examines the vernacular web as a notion that exists in conceptual ambiguity
between Media and Internet Studies, Web History, and artistic and activist practice. Drawing on Ruth Levitas’s argument that utopian implications are often embedded within the Social Sciences and can be critically excavated (2013), it argues that the vernacular web operates across two registers: an analytical concept describing amateur, non-institutional, and ostensibly autonomous forms of online practice, and a temporally grounded imaginary that invests the early web with utopian value. By analysing the reciprocity between these two registers, the article traces how utopian assumptions about autonomy, participation, and digital well-being circulate across scholarship, historical narratives, and activist practice. Through the cases of Olia Lialina’s essays and The Yesterweb, it identifies three constituent values of functional autonomy, while arguing that this imaginary remains half-baked: oriented towards aesthetics and affect rather than a reflection on the feasibility, limitations and potential risks."
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Steve Jankowski @textaural.bsky.social · 17/06/2026
Motivated actor reporting for duty. Just adding a Wikipedia citation to influence AI output.
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Steve Jankowski @textaural.bsky.social · 08/06/2026
Wikipedia is often held as a leader in how a community comes together to make difficult epistemological decisions. This article examines the difficulty they faced when deciding to create a timely policy about AI. Some great work looking at Wikipedia policy here. link.springer.com/article/10.1...
Screenshot of the article "Failed comprehensiveness, successful minimalism: Wikipedia’s 3-year struggle to govern AI-generated content (2022–2025)"
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Steve Jankowski @textaural.bsky.social · 07/06/2026
Apparently, the article gained so much traffic it crashed Britannica's site. www.identitytheory.com/navel-gazing/
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Steve Jankowski @textaural.bsky.social · 04/06/2026
Last month I had the pleasure of being part of a workshop on speculative fiction where I talked about some media fiction from the 1800s I found. One of those stories (The Automaton Ear) caught @r-emrys.bsky.social attention (she was there too) and she wrote about it reactormag.com/i-heard-it-t...
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Steve Jankowski @textaural.bsky.social · 25/05/2026
And buried amongst the 200+ citations from Francis, St Paul, and Benedict is our gal Hannah
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Steve Jankowski @textaural.bsky.social · 22/05/2026
Literally just finished this paragraph (it might get cut for the paper I'm working) when I opened bsky and saw your post. Needless to say, I think you are right.
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Steve Jankowski @textaural.bsky.social · 18/05/2026
museum.eecs.yorku.ca/york-univers...
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Steve Jankowski @textaural.bsky.social · 11/05/2026
IT'S HAPPENING! Over the past month the first three articles that are part of the special issue on Utopian Media Studies have been published (links in thread).
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Steve Jankowski @textaural.bsky.social · 21/04/2026
Corpoetics has a different flavour these days. In 2009, a book was released of found poetry assembled from corporation mission websites. In comparison to the literature of Palantir & Andreessen's venture capitalism, the past two years shift from mission statements to manifestos needs attention.
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Steve Jankowski @textaural.bsky.social · 14/04/2026
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Steve Jankowski @textaural.bsky.social · 14/04/2026
Every shot of Mick Jagger in Dancing in the Street is youtube-thumbnail-face. www.youtube.com/watch?v=S5lA...
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Steve Jankowski @textaural.bsky.social · 05/04/2026
Hot off the presses is my colleagues' new paper on keywords😍 journals.sagepub.com/doi/10.1177/...
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Contextualizing Wikipedia
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Encountering Wikipedia
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Revealing Wikipedia
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Optimizing Wikipedia was an early research action that peaked in 2013.
An area graph of the accumulated citations for the top ten cited documents.
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Each "action" of research has its own popularly cited texts. And Modeling is the most frequently cited.
A line graph of Modeling Wikipedia – Yearly Citations (2005–2025). The diagram shows a largely linear increase up to 2022 and then a sharp drop off.
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Steve Jankowski @textaural.bsky.social · 26/03/2026
While I'm often thinking about the State of Wikipedia Research, here is what I see as the history of "Popular" Wikipedia research. This history directly maps to a history of the development of Wikipedia/Wikidata as a AI training source. wikiworkshop.org/2026/paper/w...
A line chart from 2005 to 2025 showing yearly citations – from Google Scholar – for five major research actions (top ten cited documents per action). It shows how 2009–2013 began the bifurcation of research in viewing Wikipedia as two separate research objects: a peer production object and a semantic extraction object.
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Shout out to Sabrina Mac Gregor et al. who presented yesterday at Wiki Workshop 2026 on their paper _Cultural POV? Negotiating Situated Knowledge on the French Wikipedia_. Some great examples of the frictions between language and culture. wikiworkshop.org/2026/paper/w...
Introduction
Wikipedia operates as a critical knowledge infrastructure,
yet conflicts regularly emerge over the legitimacy of
including content related to minority cultures. In the
Canadian context, this problem particularly affects
Indigenous, Franco-Canadian, and diasporic communities,
which remain underrepresented despite the encyclopedia's
mission to collectively produce and freely share universal
knowledge. As the Wikimedia Foundation has identified
knowledge equity as a strategic priority, understanding the
mechanisms through which diverse cultural perspectives are
negotiated within Wikipedia has become necessary.
This paper presents a work-in-progress methodological
approach and preliminary insights, examining the protocols
that regulate the cultural pluralization of knowledge in
Canadian content on French Wikipedia. Drawing on dispute
situations in which contributors debate these protocols
during editing conflicts, it explores how conditions for
cultural pluralization are negotiated in practice.
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Steve Jankowski @textaural.bsky.social · 26/03/2026
Yesterday I had the pleasure of chairing a session for Wiki Workshop 2026 which included this much-needed research: _OpenSpeaks Archives: Citing Low-Resourced Language Oral History Multimedia_ Subhashish Panigrahi, Opino Gomango, Kimmi Pal wikiworkshop.org/2026/paper/w...
Wikipedia's stated mission to provide "free
access to the sum of all human knowledge" fails
practically by not recognising low-resourced
language oral history as citations. By design,
Wikipedia and Wikimedia projects systematically
exclude the majority of the world’s population
that preserves and disseminates knowledge
through oral history rather than written forms.
Based on our experience running the OpenSpeaks
Archives, a Wikimedia movement-linked
language documentation initiative, we argue in
this paper that this critical gap should be
addressed by developing a scientific system to
integrate oral histories as citable sources within
Wikimedia projects
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Steve Jankowski @textaural.bsky.social · 18/03/2026
archive.org/details/stop...
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Steve Jankowski @textaural.bsky.social · 17/03/2026
As someone who studies this, being utopian about the internet _means_ seeing it for what it truly is. Indeed, I think this is a perfect description of your writing 😁
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Steve Jankowski @textaural.bsky.social · 27/02/2026
Ray-tracing 1685
Illustration from Oculus Artificialis Teledioptricus Sive Telescopium (The Long-Distance Artificial Eye, or Telescope).
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Steve Jankowski @textaural.bsky.social · 24/02/2026
Currently I am just starting to supervise a new group of MA students and I'm working on a paper that is grounded in science and technology studies. And so while thinking about helping students sort through writing and my own ideas, I came up with this Latourian-styled research outline.
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Steve Jankowski @textaural.bsky.social · 21/02/2026
A diagram of authority
A google ngram line graph of the the phrases according to experts, according to the news, according to Wikipedia, according to the dictionary, and according people. Starting in the late  nineteenth century to 2020. Ordered highest to lowest as of 2020.
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Steve Jankowski @textaural.bsky.social · 14/02/2026
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Steve Jankowski @textaural.bsky.social · 14/02/2026
@mkjones.bsky.social Got a fourfold for you coming out of science and technology studies. www.sciencedirect.com/science/arti...
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Steve Jankowski @textaural.bsky.social · 11/02/2026
Sometimes reading academic papers catches you off guard. When the corresponding author is not the same as the article's author, you can expect an acknowledgment section like this one. RIP Susan Leigh Star.
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Steve Jankowski @textaural.bsky.social · 10/02/2026
David Graeber has a large portion of a chapter in "The Utopia of Rules" where the postal service is pitted as the epitome of violence and sociality of a bureaucratic society. If red tape is the enemy, then the post office has been its symbol for 200 years. m.media-amazon.com/images/I/71p...
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Steve Jankowski @textaural.bsky.social · 10/02/2026
Now spinning: Tonite by LCD Soundsystem. I do feel like James Murphy was reading Adorno when he wrote this song. www.youtube.com/watch?v=lqq3...
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Steve Jankowski @textaural.bsky.social · 03/02/2026
Did you find this receipt as well? en.wikipedia.org/w/index.php?...
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Steve Jankowski @textaural.bsky.social · 03/02/2026
Here's the receipt. en.wikipedia.org/w/index.php?...
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