Human-AI Collaborative Cognition
Even if AI can generate in one step, art still needs human participation to remain human creation. Critical parts of the workflow must allow people to intervene, judge, and reshape the result.
Intelligent work-mode research
Nova research does not repeat product features. It studies how creative work is reorganized in the intelligent era: technology smooths many low-level differences, but complex systems still need human control, and new art forms need new workflows.
Future Interactive Art
As world models and compute approach a new threshold, art may move beyond generated images into interactive worlds where experience, relation, and action are composed together.