Cyborg Resistance on the Digital Assembly Line: Global Connectivity as a Terrain of Struggle for the Commons in Alex Rivera’s <i>Sleep Dealer</i>
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.
Bibliographic record
Abstract
This article explores the politics of global connectivity in Alex Rivera’s film Sleep Dealer (2008), focusing on this science fic\tion film’s critical engagement with the problems and possibilities of connectivity in digital capitalism. Through its depiction of an imaginable, near-future world governed by digital connectivity, the film reflects back on contemporary global connectivity as a terrain of proliferating antagonisms. In so doing, Sleep Dealer dispatches celebratory technological fetishism and totalizing technological pessimism alike by evoking the political possibilities offered by emergent transnational networks of social cooperation amid an increasingly clenched and contested infrastructure of digital connectivity.
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it