Beyond ChatGPT: What ‘Applied’ Generative AI Really Means
August 1, 2026
Most people first encounter this subject through a course name, a software demo or a job advertisement. That rarely explains what the work actually involves. It is important to distinguish casual tool use from engineering GenAI solutions: building, integrating and deploying models for real tasks.