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The AI Productivity Paradox in Test Automation: Moving beyond Structural Validation to Perception

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If that abstraction is structurally brittle, it scales structural brittleness. This article shows that to build a future of reliable, AI-driven test automation, we must stop scaling DOM-centric abstractions and build a new testing paradigm grounded in perception and intent.

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The AI Productivity Paradox in Test Automation: Moving beyond Structural Validation to Perception
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