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Data Is the Real Model: Governance, Lineage, and Provenance

Part 3 of "Trust the Machine" -> a series on building AI infrastructure that is secure, compliant,...

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forbes.com

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dev.toStai leggendo1 mese fa

Data Is the Real Model: Governance, Lineage, and Provenance

Part 3 of "Trust the Machine" -> a series on building AI infrastructure that is secure, compliant,...

originale

forbes.com1 mese fa

How Organizations Can Move From Static Data Classification To Trust

Static data classification fails because data moves across platforms and lands in GenAI systems without governance context; 97% of breaches lacked proper access controls. Organizations need AI-powered contextual classification linking ownership, lineage and policy to verify data safety for LLM and retrieval workflows before deployment.

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Timeline cronologica

lunedì 20 luglio 2026·dev.to
Data Is the Real Model: Governance, Lineage, and Provenance
Part 3 of "Trust the Machine" -> a series on building AI infrastructure that is secure, compliant,...
giovedì 23 luglio 2026·forbes.com
How Organizations Can Move From Static Data Classification To Trust
AI and data governance depend on data foundations that are trusted, explainable, policy-aware and continuously governed.