wuyang df475e8d90 Refresh papers and define Agent evaluation

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evaluation

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research

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arxiv-agent-candidates-2025-07-08-to-2026-07-08.json

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arxiv-agent-candidates-2026-07-09-to-2026-07-27.json

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arxiv-agent-papers-2025-07-08-to-2026-07-08.json

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arxiv-agent-papers-2026-07-09-to-2026-07-27.json

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index.json

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summary.json

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