AI & Machine Learning

Beyond Lineage: A Field-Level Trust Contract for AI Data Consumers

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Modern data catalogs provide lineage and governance information but fail to address real-time trust issues for AI generators using specific data records. A new FieldTrust contract aims to fill this gap by attaching metadata to each data field, ensuring AI systems can make informed decisions about data reliability and context-appropriateness at query time. This innovation is crucial for enhancing the accuracy and transparency of AI-driven insights in production environments.

Read the full article at Towards AI - Medium

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