Enterprise AI is entering an evaluation gap: Agents are gaining autonomy faster than companies can verify them

VentureBeat
Jul 10, 2026, 2:21 pm120 pts
Enterprise AI teams are giving agents more freedom at the same moment their confidence in automated testing is collapsing. Half of enterprises have deployed an AI agent or LLM feature that passed internal evaluations and yet still caused a customer-facing failure — one in four more than once — according to…

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