57% of enterprises have watched AI agents be confidently wrong. The fix is an agentic context layer, but who has one?

VentureBeat
Jul 10, 2026, 4:58 pm129 ptsTrending
An enterprise AI agent answers with total confidence, but the number is wrong. Nobody catches it until someone traces it back to a stale metric definition or a document the retrieval system never pulled. The model did not fail. The context it was given did. In the past six months, 57% of enterprises traced a…

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