Is AI-Driven Element Recognition the end of Page Object Model (POM)?

The text discusses the evolving landscape of test automation, highlighting the declining relevance of the Page Object Model (POM) due to its reliance on brittle selectors in UI testing. Historically, POM has been a cornerstone of Selenium frameworks, offering a structured approach to organizing page elements and reducing code redundancy. However, the fragility of selectors has been a persistent issue, leading to maintenance burdens when UI changes occur. The emergence of AI-driven tools, such as testRigor, is shifting the paradigm from DOM-based to intent-based automation, using techniques like Vision AI to identify elements based on visual characteristics and user intent rather than static selectors. This transition reduces maintenance overhead and enhances test resilience, suggesting that while POM is not obsolete, its role is diminishing in favor of more dynamic, AI-assisted testing frameworks that focus on user behavior and intent.