Self-Improving AI Agent Architecture: The Four Components
A self-improving AI agent architecture needs an actor, a memory store, an evaluator and a way to undo. Where each breaks, and why the evaluator rules.
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AI 75
Geology 26
Benchmarking 25
Machine Learning 17
Evaluation 12
Agentic AI 11
Open Source 9
Reinforcement Learning 5
China 4
AI Adoption 3
Self-Improving AI
Self-Improving AI: What Has Actually Been Demonstrated
Self-improving AI systems that revise their own harness, weights or data: an evidence audit of what has been shown by 2026, and what still has not.