Machinic dispossession and augmented despotism: Digital work in an Amazon warehouse
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
Amazon e-commerce operations rely upon the living labor of thousands of workers. In the company’s warehouses, barcodes allow commodities to be construed as information to be managed. Work is thus mediated and organized digitally, as algorithms assign tasks and surveil workers. But it would be futile to analyze the technical organization of labor without studying the authoritarian nature of work under capitalist relations. Interviews with workers and managers unearth the material and cultural infrastructures that underpin Amazon labor. Early Italian operaismo, or workerist theory, offers a framework to analyze digital capitalism’s strategies to secure workers’ cooperation with machinery. Algorithms datafy worker activity and incorporate it in machinery. Management enacts a form of despotism mediated and augmented by digital tools and cultures. The technical and political rationalities deployed in the warehouse aim at satiating digital capitalism’s appetite for the labor of others.
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 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 | 0.000 | 0.000 |
| 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 | 0.000 |
| Scholarly communication | 0.000 | 0.002 |
| Open science | 0.000 | 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