A June 2026 survey of 157 enterprise respondents found that half had deployed an AI agent or LLM feature that passed internal evaluations yet still caused a customer-facing failure; one in four experienced such a failure more than once. Meanwhile, 66% of respondents already permit some production deployment without human review or are building systems to do so within the next 12 months.
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