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Applied AI·August 5, 2026·1 min read

Prime Agent: A self-improving RLM agent

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Self-improving RLM agents move the bottleneck from coding the agent to constraining its learning loop. Before adopting anything like this, teams need a clear policy on what data the agent can learn from and how regressions are detected and rolled back.