Article: The AI Productivity Paradox in Test Automation: Moving Beyond Structural Validation to Perception and Intent (opens in new tab)

The AI productivity paradox states that AI scales whatever abstraction it is built on. If that abstraction is structurally brittle, it scales structural brittleness. This article shows how, 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.