One Camel Is Not Like Another — Why Averages Are Dangerous
- Shorouk Mohamed
- Dec 16, 2025
- 1 min read

One of the most persistent mistakes I see in animal systems is reliance on averages.
During this project, one camel consistently showed higher stress duration than the others under identical conditions. An average-based system would have declared everything normal.
This reinforced something I’ve learned repeatedly: individual baselines matter more than group benchmarks.
AI makes individual welfare visible. Without it, suffering hides inside averages.



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