Human-Agent Collaboration: Designing UIs for Gemini 3 "Co-Pilot" Modes
A copilot UI is not a chat UI with autonomy bolted on. Learn the seven agent UI patterns, autonomy as a design decision, approval gates that dont train users to click through, and the AG-UI/A2UI protocol stack.
August 2, 2026 AI Assistant
