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Kyle MacMillan

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Preprint Sep 2026

Proof-of-Retention: A Framework for Auditable Cross-Organization Data Sharing

The rapid adoption of AI across industries for (e.g.) fine-tuning and analytics has accelerated the need for high-quality data. To satisfy this demand, public and private entities will buy and sell data with other organizations. But such data sharing can and does violate privacy norms and laws. EU and American lawmaker...

Kyle MacMillan, Sanjay Krishnan · 0 citations

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