AI Trust: Silent Failure and Negative Outcomes | Enterprise AI is reaching production before the validation architecture exists to support it
Categories: FeaturedResearch ReportFree Research: Enterprise AI is in production. The validation architecture underneath it is not. 30% of IT leaders report AI processes that complete successfully but produce wrong outcomes at least frequently. 92% have absorbed at least one negative consequence in the past six months. Those numbers describe an architecture problem, and they reframe trust as a near-term operational priority rather than a future-state design goal.
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