What are self-improving agents?

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Self-improving agents are AI systems capable of refining their own behaviour over time — learning from past successes and failures to become more effective. They update strategies, adjust tool use, and incorporate feedback without manual reprogramming. A frontier area of AI development with significant implications for automation.