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In the evolving landscape of dairy farming, data ownership and privacy have become critical issues. This commentary paper delves into the complexities and implications of data management in the dairy industry, informed by insights from a multidisciplinary group of stakeholders. While the authors bring a U.S. perspective, the challenges discussed are globally relevant, given the dominant role of multinational corporations in shaping data practices across regions. The discussions, conducted through structured meetings and iterative online exchanges, emphasized the pressing legal and ethical concerns, the role of technology, and the necessity of developing comprehensive guidelines to safeguard data integrity and benefit all stakeholders. Key points include the global nature of data protection regulations, the potential of blockchain and IoT devices to enhance transparency, and the importance of equitable value distribution. By fostering an environment of transparency and fairness, the dairy industry can harness the power of data to drive innovation and sustainability while protecting the rights of those who generate it. This paper provides a pathway to address these challenges by raising awareness and proposing general actions for the industry's future.
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Stored only when both papers are in the corpus — 9 citations exist upstream.
Papers that cite the same references — the relational fallback while embeddings are still backfilling.
Imported from OpenAlex (CC0) — nothing here is generated.