Strategic ignorance, is it appropriate for indigenous resistance?
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
In The Racial Contract, Charles Mills introduces the notion of an ‘inverted epistemology,’ an epistemology that construes social and racial ignorance as knowledge (p.18). As Mills points out, such ignorance can be used to oppress people by creating alternate realities or ‘white mythologies’ about race (p. 19). If the racial contract results in a society that oppresses people of color and supports white supremacy, then the question of how to correct an inverted epistemology becomes critical. Mills proposes the correction of history and the racist thinking underwriting it as a solution to the problem. Others, like Alison Bailey, seek to confront racial ignorance with active resistance by suggesting that individuals from historically marginalized groups exploit what members of dominant society don’t know (p. 77). While Bailey’s solution, referred to as strategic ignorance, may originate from good intentions, I argue that it is in general inappropriate for Indigenous people. Strategic ignorance is a product of the Western worldview, and it privileges Western values. In fact, both solutions offered by Mills and Bailey fail to consider Indigenous values. Mills’ proposed solution, however, is less objectionable. Instead of either solution, a more suitable form of resistance – one that embraces connectedness, balance, and harmony – would be ideal for the Indigenous communities of Turtle Island.
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 | 0.001 | 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