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arxiv_agent_systems_research ยท Oct 21, 2026 ยท paper

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Can LLMs Improve Their Own Harness? A Controlled Study on ARC-AGI-3

arxiv.orgOct 21, 2026
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A generally intelligent system acquires new skills efficiently without requiring humans to redesign its software scaffold for every new task. Yet language models rarely act alone. A harness is a symbolic program that...

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