AI Assurance: Why AI Systems That Pass Testing Still Need Independent Validation
This story is from 2026-10-09. It is preserved in the archive; the latest stories are on the live feed.
A team builds an AI agent, runs its evaluations, and sees green results across the board. The system ships. A few weeks later, a customer gets an answer nobody expected, or an agent takes an action nobody planned for. Nothing in the test report was wrong. The tests just didn't ask the right questio…
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- 2026-10-09 08:06 · DEV Community — AI
AI Assurance: Why AI Systems That Pass Testing Still Need Independent Validation