Traditional QA practices built on binary pass/fail outcomes are fundamentally incompatible with AI systems that produce probabilistic, non-deterministic outputs. The new QA mandate shifts from validating specific outputs to validating behavior boundaries — ensuring AI stays within acceptable parameters, doesn't exhibit bias,
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