AI Engineering
Jul 13, 2026 · Artificial Intelligence
Self-Learning Agents: The Next Hot Trend in AI
The article explains how agents can be iteratively improved by treating user corrections as labeled training signals, describes CopilotKit's AG-UI protocol that captures both agent trajectories and user actions, outlines three learning layers and types, and argues that data ownership is the true moat for intelligent agents.
AG-UIAI feedback loopsCopilotKit
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