{
  "video_id": "2607.07321",
  "channel": "cs.AI",
  "title": "From Atomic Actions to Standard Operating Procedures: Iterative Tool Optimization for Self-Evolving LLM Agents",
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    "novelty": 3,
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  "one_line_reason": "Direkt relevante Architektur-Innovation (Tool-Abstraktions-Hierarchie & Self-Evolution) für Multi-Agent-Systeme mit starker theoretischer Fundierung und experimenteller Validierung.",
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