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Record W4407159046 · doi:10.5210/fm.v30i2.13671

Abolish privacy

2025· article· en· W4407159046 on OpenAlex
Elisha Lim, Mareike Lisker, Malte Engeler, Leah Friedman, Jessa Lingel, Md. Eaqub Ali

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueFirst Monday · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicLaw, Rights, and Freedoms
Canadian institutionsYork University
Fundersnot available
KeywordsInternet privacyBusinessComputer science

Abstract

fetched live from OpenAlex

This is a manifesto to reject calls to “online privacy.” Privacy is an inherently exclusionary liberal entitlement inextricably linked to property, racial oppression, sexual control and class segregation. However online privacy is uncritically promoted by academics, activists and media discourse as a civil right and even a form of social justice. We build on the arguments of feminist, queer, Black Radical traditions and GDPR legal scholars to make three arguments to the contrary. First, privacy is not social justice, but reproduces the ideologies of colonial rankings, policing and norms (racial, sexual, able-bodied and more). Second, online privacy is inextricable from private property as the exclusive legal protection of home-owners from state oversight; a liberal privilege that is easily appropriated into corporate affordances. Third, online privacy is a myth: the Internet works because its infrastructures share knowledge inferred from data, in other words there is no actual possibility of privacy, nor any real corporate incentive to privacy, except as an optic tactic to avoid accountability. Grounded in anti-capitalist social justice, our argument exceeds current liberal civil definitions of safety, such as the Human Rights based approach to Smart Cities inspired by the United Nations, the GDPR, municipal policies and environmental law. Instead we call for public, collectivized data and the complete rejection of liberal property entitlement, gatekeeping and policing known as “privacy.”

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.764
Threshold uncertainty score0.922

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.003
Scholarly communication0.0000.000
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.012
GPT teacher head0.286
Teacher spread0.274 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it