ReactJS emerged from Facebook's need to address issues with dynamic web application development, transitioning from XHP to a JavaScript-based solution. It introduces essential concepts like JSX, virtual DOM, and state management for creating efficient user interfaces. The architecture emphasizes a unidirectional data flow using Flux, enhancing the organization and management of application state.