Standpoint epistemology, internal critique, and the characterization of Equiano as an Enlightenment thinker
Bibliographic record
Abstract
This article shows that Olaudah Equiano’s struggles to escape from the condition of enslavement allowed him to attain a privileged epistemic position in relation to certain domains of knowledge. Equiano utilized this privileged epistemic vantage point to launch an internal critique of some strands of Enlightenment philosophy. In the process of launching this internal critique, Equiano also undermined a claim to ownership that was implicitly made by prominent defenders of both slavery and theories of racial superiority in relation to the normative principles which constituted the core of the Enlightenment as an intellectual movement. This article shows that to think of Enlightenment discourse in terms of the trope of the “master’s tools” is to misunderstand what Equiano brought about by way of successful internal critique in his Interesting Narrative.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.009 | 0.011 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.011 | 0.083 |
| Scholarly communication | 0.013 | 0.008 |
| Open science | 0.002 | 0.008 |
| Research integrity | 0.005 | 0.008 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".