Feedback and control in human–AI creation tools for visual media

My published and prototyped systems share one design commitment: generative AI as a non-prescriptive co-constructor— a collaborator that scores, suggests and provokes, but never overrides the human's creative intent. My proposed PhD direction carries that commitment from learning environments into creative production tools for visual media.