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arxiv_agent_systems_research ยท Oct 25, 2026 ยท paper

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ParetoRSI-Gym: Can AI Agents Improve Language Models Across Multiple Domains?

arxiv.orgOct 25, 2026
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Recursive self-improvement (RSI) requires an agentic system to design, train, and evaluate its own successor. Data-driven post-training is a central part of that loop, yet existing evaluations measure it on a single b...

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