Capital’s Artificial Intellect Becoming Uber’s Means of Autonomous Immaterial Production
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
Abstract The global path of capitalist development is continuously transformed as a result of the production and integration of advanced information and communication technologies ( ICT s) within various forms of production. The first half of this paper conceptualises ICT s as capital’s appropriation and objectification of the productive forces of the general intellect in ‘the general artificial intellect’, a category that refers to the total processing power of networked ICT s in global society. The second half of the paper analyses Uber’s development of the elements of capital’s artificial intellect as the cybernetic means of real subsumption in its immaterial production process. The paper concludes that Uber’s development of autonomous vehicles is an example of the global trend in transport automation that could raise the organic composition of capital of the transport industry, which I suggest would advance the stage of real subsumption toward a third and final stage of autonomous subsumption.
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 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 0.002 |
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