{
  "objekt": "ki-praxis/check/ki-agenten",
  "titel": "Papiere pro Halbjahr — Werkzeugnutzung, LLM-Agenten, Begriff 'agentic'",
  "quelle": "BrunoSan arXiv-Korpus, 602340 Arbeiten (cs.AI/LG/CL/CV/RO)",
  "verfahren": "FTS5-Begriffssuche in Titel und Abstract, Tokengrenzen (unicode61)",
  "suchbegriffe": {
    "werkzeugnutzung": "tool use | tool-use | function calling | tool calling",
    "llm_agenten": "llm agent | llm agents | language model agent",
    "wort_agentic": "agentic"
  },
  "datenstand": "2026-07-23",
  "abfrage": "2026-07-26",
  "hinweis": "2026-H2 unvollstaendig. Die drei Treffermengen ueberschneiden sich. Gezaehlt werden Begriffsvorkommen, nicht Themen.",
  "gesamt": {"werkzeugnutzung": 1732, "llm_agenten": 3235, "wort_agentic": 5538},
  "code_quote": {"werkzeugnutzung": [349,1732], "llm_agenten": [640,3235], "wort_agentic": [982,5538]},
  "empirisch": {"werkzeugnutzung": [1567,1732], "llm_agenten": [3058,3235], "wort_agentic": [4801,5538]},
  "verlauf": [
    {"periode":"2016-H1","werkzeugnutzung":1,"llm_agenten":0,"wort_agentic":1},
    {"periode":"2017-H2","werkzeugnutzung":2,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2018-H1","werkzeugnutzung":2,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2018-H2","werkzeugnutzung":1,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2019-H1","werkzeugnutzung":3,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2019-H2","werkzeugnutzung":5,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2020-H1","werkzeugnutzung":4,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2020-H2","werkzeugnutzung":4,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2021-H1","werkzeugnutzung":2,"llm_agenten":0,"wort_agentic":1},
    {"periode":"2021-H2","werkzeugnutzung":3,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2022-H1","werkzeugnutzung":4,"llm_agenten":0,"wort_agentic":2},
    {"periode":"2022-H2","werkzeugnutzung":7,"llm_agenten":0,"wort_agentic":0},
    {"periode":"2023-H1","werkzeugnutzung":15,"llm_agenten":10,"wort_agentic":4},
    {"periode":"2023-H2","werkzeugnutzung":37,"llm_agenten":51,"wort_agentic":7},
    {"periode":"2024-H1","werkzeugnutzung":66,"llm_agenten":188,"wort_agentic":35},
    {"periode":"2024-H2","werkzeugnutzung":90,"llm_agenten":230,"wort_agentic":153},
    {"periode":"2025-H1","werkzeugnutzung":184,"llm_agenten":482,"wort_agentic":574},
    {"periode":"2025-H2","werkzeugnutzung":376,"llm_agenten":666,"wort_agentic":1369},
    {"periode":"2026-H1","werkzeugnutzung":849,"llm_agenten":1494,"wort_agentic":3131}
  ],
  "ankerpapiere": [
    {"arxiv_id":"2210.03629","titel":"ReAct: Synergizing Reasoning and Acting in Language Models","datum":"2022-10-06","zitationen":2196,"rolle":"Agenten-Forschung"},
    {"arxiv_id":"2307.16789","titel":"ToolLLM","datum":"2023-07-31","zitationen":803,"rolle":"Agenten-Forschung"},
    {"arxiv_id":"2308.03688","titel":"AgentBench","datum":"2023-08-07","zitationen":706,"rolle":"Pruefstand"},
    {"arxiv_id":"2307.07924","titel":"ChatDev","datum":"2023-07-16","zitationen":498,"rolle":"Agenten-Forschung"},
    {"arxiv_id":"2406.12045","titel":"tau-bench","datum":"2024-06-17","zitationen":493,"rolle":"Pruefstand"},
    {"arxiv_id":"2507.06261","titel":"Gemini 2.5","datum":"2025-07-07","zitationen":2846,"rolle":"Modell-Bericht"},
    {"arxiv_id":"2511.21631","titel":"Qwen3-VL Technical Report","datum":"2025-11-26","zitationen":1838,"rolle":"Modell-Bericht"},
    {"arxiv_id":"2508.10925","titel":"gpt-oss Model Card","datum":"2025-08-08","zitationen":1105,"rolle":"Modell-Bericht"},
    {"arxiv_id":"2507.20534","titel":"Kimi K2: Open Agentic Intelligence","datum":"2025-07-28","zitationen":850,"rolle":"Modell-Bericht"}
  ]
}