AI-Blocks provides a visual scene-based editor where users drag and attach script objects to build neural network architectures. Variables and model components are parsed from Python scripts and can be edited through a properties panel. Users can run models directly in the editor or export complete projects as standalone TensorFlow scripts for execution outside the environment.