Knowledge as a fictitious commodity: a Polanyian reading of the 'digital economy'
Bibliographic record
Abstract
Since the 2008 financial crisis, the attempts to use Karl Polanyi's framework to make sense of current developments have multiplied, producing a noticeable and lively debate. This debate centres on the notion of double movement put forward by the Hungarian thinker in his masterpiece – The Great Transformation. The paper is a contribution to this debate. The first part addresses a series of questions that make the interpretations of the double movement advanced so far not very compelling. To this end, a close reading of Polanyi's text, with the aim of dismantling and rearticulating its analytical structure, is carried out. The upshot is a dynamic and multistage picture of the double process as a recurrent and vortex-like attempt to progressively commodify natural and social resources against growing opposition. The second part employs this revised reading of the double movement to explain the collapse of the postwar consensus politics, the success of the neoliberal counterrevolution and the development of the knowledge economy. The claim put forward here is that, in addition to sustained efforts to deepen previous forms of commodification (land, labour and money), we are witnessing a fullblown attempt to turn knowledge into a new fictitious commodity. Building on the idea of digital Taylorism, the paper tries to show that information and computer technologies are being used to standardise and routinise a growing number of intellectual, professional and managerial activities which were able to escape previous attempts in this direction. Once again, at the forefront of this process there are powerful state actors, who are using New Public Management policies strategically to: support the enclosure of intangible cultural resources through the creation of intellectual property rights regimes, and undermine the counter-reaction of negatively affected societal actors by rising the collective action problems they face.
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How this classification was reachedexpand
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 | 0.001 |
| 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 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".