Web development is being transformed by AI/ML, enabling apps that learn from behavior, understand natural language, anticipate needs, and improve accessibility. Powered by TensorFlow.js, Brain.js, and WASM, examples span assistants, personalized e-commerce, and healthcare chatbots. Challenges include data quality, interpretability, and privacy, while the future is predictive, immersive, human-centric, and collaborative across disciplines.