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arxiv_agent_systems_research ยท Oct 21, 2026 ยท paper
arxiv.orgOct 21, 2026
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In brief
Large language models (LLMs) are increasingly deployed as agents, yet it remains unclear how their foundational capabilities translate into agentic capabilities. End-to-end scores leave unresolved whether low benchmar...
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