Animal Mindreading: A Defense of Optimistic Agnosticism
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
Abstract We recommend the attitude of optimistic agnosticism toward animal mindreading: suspending acceptance until tests succeed in overcoming Povinelli's problem, and being optimistic about the feasibility of such tests. Fletcher and Carruthers argue for sufficient reasons to accept animal mindreading; we find their arguments unconvincing. Points they raise against the behavior‐reading theory apply equally to mindreading theory, and their claims of greater parsimony are unfounded. Premature acceptance of mindreading could inhibit the search for innovative ways to overcome longstanding methodological problems. Optimistic agnosticism, in contrast, encourages the pursuit of approaches that can lead to important insights about animal social cognition.
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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 | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 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