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DairyTalk 613: Data Monopolies Limit Innovation: Why Open Standards Matter for Dairy Breeding - by Helmut Demmelhuber
This podcast episode is based on a technical discussion exploring the role of artificial intelligence in modern dairy cattle breeding. At the center of the conversation is how AI can support farm-specific breeding strategies while leaving final responsibility in the hands of breeders. The article explains that the greatest barriers to adoption are not the algorithms themselves, but fragmented data systems, limited data access, and the absence of open data standards. It also examines why combining digital analytics with practical breeding expertise is essential for achieving healthier…
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