Ubuntu in Elephant Communities
Bibliographic record
Abstract
Abstract African (Bantu) philosophy conceptualizes morality through ubuntu , which emphasizes the role of community in producing moral agents. This community is characterized by practices that respond to and value interdependence, such as care, cooperation, and respect for elders and ancestral knowledge. While there have been attributions of morality to nonhuman animals in the interdisciplinary animal morality debate, this debate has focused on Western concepts. We argue that the ubuntu conception of morality as a communal practice applies to some nonhuman animals. African elephant communities are highly cooperative and structured around elders; they alloparent, protect their communities, mourn their dead, and pass on cultural knowledge between generations. Identifying these as important moral practices, ubuntu provides a theoretical framework to expand our ethical concern for elephants to their communities. In practice, this will deepen our understanding of the wrongness of atrocities like culling for population management or trophy hunting.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".