Is the UN-organisation a lost case? The vulnerability of devotional and the invulnerability of aggressive relationships
Bibliographic record
Abstract
The United Nations charter was signed by 51 nations in San Francisco on June 26, 1945. Its intention is to maintain world peace and to promote cooperation among nations. It consists of 159 countries all around the globe. The preceding organisation, the League of Nations (1919), which pursued the same goal, failed drastically due to unability to prevent the 2nd World War. If the main purpose of the UN is to maintain peace on Earth, then it has also already failed-and also as drastically as the League of Nations. This paper demonstrates in social-mathematical quantified terms that it is an irrefutable natural law that aggressive relationships will dominate over peaceful behaviour and that aggression has the following advantages over devotion. Aggression (a) provides more will-power in action, (b) acts faster, (c) has a much wider range of stable existence than devotion, and (d) is practically invulnerable to external influences compared to the utmost vulnerable devotion.
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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 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.003 |
| 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 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".