University professor presenting AI framework

The image shows a female professor delivering a lecture on AI framework development in a modern university classroom. She stands in front of a large projection screen displaying a detailed AI framework diagram with five key stages: Data Collection & Preprocessing, Model Architecture, Training & Optimization, Deployment & Monitoring, and Bias Detection. The classroom is filled with engaged students, many using laptops to take notes, while large windows reveal an urban cityscape outside. The professor wears a striking black suit with intricate gold embroidery, and the lighting highlights the professional and academic atmosphere of the setting.