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Safety

Vast Data bets stitched-together AI pipelines can’t keep sensitive data in sync.

SiliconANGLE AIIndependent reporting··Updated just now
AI brief

Vast Data argues that AI pipelines built from separate tools struggle to keep embeddings, permissions and source data aligned as enterprises move inference toward sensitive information. The company says data sovereignty is becoming an architectural problem.

Why it matters: As enterprises push AI inference toward their most sensitive data, mismatched pipelines risk losing synchronization between embeddings, permissions and source data.

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