"When to Hand Off, When to Work Together": Expanding Human-Agent Co-Creative Collaboration through Concurrent Interaction

Researchers developed CLEO, an AI system that enables real-time collaborative context awareness between humans and AI agents by interpreting concurrent user actions on shared artifacts. A study with professional designers identified key interaction patterns and decision factors for when to delegate work to AI versus collaborate directly.