Self-Evolution

Autonomous Self-Evolution

Definition

The capability of an autonomous agent to independently improve, adapt, or modify its own behavior and code without external human intervention or retraining. Agents analyze performance, identify gaps, and implement improvements autonomously.

Examples in the Wild

  • Example 1:Moss source-level rewriting
  • Example 2:agent performance self-analysis
  • Example 3:autonomous bug fixing