Janja Komljenovic

@jkom.bsky.social

Senior Lecturer | University of Edinburgh | higher education markets, assetization, EdTech | econ sociology, STS, political economy Web: https://www.ed.ac.uk/profile/janja-komljenovic

"Assetization of academic content (and assetization in HE more broadly) constructs students and staff as a new kind of economic actor – an ‘assetizen’...with diminished educational and social rights as assetization becomes a governance principle in higher education.”

Assetizing academic content and the emergence of the ‘assetizen’: education platforms, publisher databases, and AI model training - Higher Education

Higher Education - Academic content, such as teaching materials and academic publications, has become an economic resource. This has occurred through assetization as the key economic regime in...

link.springer.com

The alarming aspect of this deliberate "anti-woke" algorithmic biasing of LLMs from an educational perspective is our institutions all bought in to an imaginary of innovation, then got locked in to enterprise contracts, and now the models are being recoded so they undermine educational values

Marcus Luther@marcusluther.bsky.social · 11mo ago

Genuine question: for those enthusiastically pushing AI tools into every part of our education system—what checks/guardrails are there around algorithmic biases like this?

Thanks very much for organising this excellent panel and for having me @rachelbrooks.bsky.social! So great to discuss the current matters in HE with @unsocialtheory.bsky.social, @alinecourtois.bsky.social and everyone there!

Rachel Brooks@rachelbrooks.bsky.social · last yr.

Lovely few days in Manchester for @britsoci.bsky.social annual conference. #britsoc25 Enjoyed presenting prizes to Claire Alexander & Billy Holzberg 🏆 Many thanks to @unsocialtheory.bsky.social, @jkom.bsky.social & @alinecourtois.bsky.social for taking part in my symposium on the future of HE

Such a great pleasure to work with @keanbirch.bsky.social on this paper. I’m really pleased with it and think it brings important new insights. Check it out!

Kean Birch@keanbirch.bsky.social · last yr.

Just out! Article on "Architectures of #assetization: Legacy infrastructures and the configuration of #datafication in UK #highereducation" w/ @jkom.bsky.social & Sam Sellar in New Media & Society #platforms #edtech #digital #bigtech journals.sagepub.com/doi/10.1177/...

The promise of AI in education is it will save educators time. That's rubbish. It's sapping all our time already in working groups, committees, workshops, and marking anxiety. It's the most time-sapping, exhausting and frankly boring thing I've ever encountered in HE - and it's in my research area.

The whole thing is amazing and absolutely worth watching until the end. But @meredithmeredith.bsky.social gave the best pitch for @signal.org answering if there are any downsides of using it: "No-none! It's free, classy and we're not shoving and weird #AI shit into it." 🤣 👏

SXSW@sxsw.com · last yr.

Privacy isn’t about hiding—it’s about trust and control over our own information. In her #SXSW 2025 Keynote, Signal President, @meredithmeredith.bsky.social breaks down why our privacy matters.

Funny thing about this 360 degree multimodal surveillance classroom is it's absolutely nothing new conceptually, so it's not really to do with "innovative" tech but continuing a much longer history of intensifying student monitoring and teacher automation, eg www.computer.org/csdl/magazin...

Visual representation of an "Affect-Sensitive AutoTutor" system designed at MIT affective computing lab in 2007, featuring posture pattern, body pressure measurement, eye tracking and text lob analysis.
Hypervisible @hypervisible.blacksky.app · 2y ago

“The AI tool uses cameras and audio recordings to report on whether the teacher looked at or walked through each section of the classroom, how often they used group work, and many other techniques. Even the words the teacher and students use are tracked.”

New publication: we discuss different ways to think through and map assetization in education. i, we look at the variety of assets in education; ii, the production and monetization of assets; iii, the embeddedness of assets in everyday, mundane practices; and iv, the politics of assetization.

Chuffed our paper on edtech market forecasting - we called it "algorithmic futuring" - made it into this special issue on digital assetization in education doi.org/10.1080/1743...

Janja Komljenovic@jkom.bsky.social · 2y ago

Our Introduction article with @keanbirch.bsky.social and Sam Sellar, “Mapping rentiership and assetization in the digitalisation of education” is now published and freely available. It explains how assetization manifests in education, its consequences and how to analyse this dynamic. Check it out

Our Introduction article with @keanbirch.bsky.social and Sam Sellar, “Mapping rentiership and assetization in the digitalisation of education” is now published and freely available. It explains how assetization manifests in education, its consequences and how to analyse this dynamic. Check it out

But edtech trade shows - sometimes - invite people like @jkom.bsky.social and me to offer a different, more "sociotechnical" perspective on why edtech, data, and AI are *not* going to inevitably or straightforwardly "transform" education. Hopefully at least a small dent in the industry bandwagon.

Image of two people on a stage with a screen behind featuring text reading: " HE data: Reflect, research, rethink".