{
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    {
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    {
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      "agent": "online_search_agent",
      "action": "Online search: 'Manifold-Constrained Hyper-Connections'",
      "result_preview": "Found 173 papers",
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      "timestamp": "2026-01-03T00:58:28.900855",
      "agent": "online_search_agent",
      "action": "Online search: 'Manifold-Constrained Hyper-Connections'",
      "result_preview": "Found 38 papers",
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      "timestamp": "2026-01-03T00:59:04.913136",
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      "timestamp": "2026-01-03T00:59:06.712324",
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      "agent": "analysis_agent",
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    {
      "step": 11,
      "timestamp": "2026-01-03T00:59:08.651932",
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