No longer violent enough?: Creative destruction, innovation and the ossification of neoliberal capitalism
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
My goal is to suggest that it is useful to distinguish analytically between capital’s primal, often direct violence against bodies and a systemic form of violence that is at the same time reproductive of the capitalist system and directed against its own creations. I suggest that this analytical separation allows us to see that on the one hand capitalist violence is intensifying and with it processes of exploitation, class bifurcation, downward mobility and environmental, political and social degradation. On the other hand, however, capitalism appears to be ossifying as it loses its ability to self-reproduce. The violent act of (periodically) destroying its own creation to make room for new production and formation is becoming stifled and nothing appears capable of blowing up the dead weight of capital that is suffocating living labour. Drawing on the work of David Graeber and Mariana Mazzucato I propose that, paradoxically, it is the logic of the market that causes the stifling of real innovation and thus capitalism’s ability to reproduce. It is in this sense that I claim that capitalism is no longer violent enough.
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 | 0.006 | 0.001 |
| 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 | 0.000 | 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