The user wants me to rewrite a headline for a mobile feed. The original is "Self-Improvements in Modern Agentic Systems: A Survey"

Short summary

This survey frames modern self-improving AI agents as adaptive systems that convert experience into capability gains with minimal human input. It proposes a system-level framework representing agents as configurations coupling foundation models with operational scaffolds (prompts, memory, tools, control logic), and formalizes self-improvement as a self-induced update operator targeting model parameters or scaffold components. The paper organizes prior work by update target and change-driving signals, reviews applications, and identifies open problems.

• •Survey formalizes self-improving agents as adaptive systems with update operators
• •Framework couples foundation models with scaffolds of prompts, memory, tools, and control logic
• •Organizes prior work by update target and signals driving change; includes GitHub repo

Generated with AI, which can make mistakes.