Livestock will be equipped with non-invasive smart collars, ear tags, or sub-dermal microchips. These devices track biometric data in real time, including: Heart rate variability. Core body temperature. Daily step counts and activity levels. Rumination and digestive patterns. Predictive AI Analytics
The path to a "better" 2050 for animals depends on shifting from seeing them as products to acknowledging them as stakeholders in a shared global ecosystem. Whether through advanced tracking, rewilding, or ethical AI integration, the next 25 years will define the legacy of human-animal co-existence. A world for animals in 2050 | RSPCA
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Industrial housing models are being replaced by dynamic systems that allow for natural behaviors, social structures, and outdoor access.
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Active intervention is scaling up to prevent mass extinction: National Cheetah Conservation: Daily step counts and activity levels
8.1: Applications of Animal Biotechnology - Biology LibreTexts