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    "headline": "Live-State Wrappers Cut Grounding Failures About 78%",
    "slug": "live-state-wrappers-cut-grounding-failures-about-78",
    "dek": "A 200-session game-coaching benchmark separated correct answers from correct direction.",
    "summary": "A 200-session game-coaching benchmark separated correct answers from correct direction.",
    "body_text": "State-grounded wrappers lifted session-level grounded accuracy to 83.5% from 20.0% for prompting and 26.5% for a tool-use baseline. The authors do not establish independent effects for each wrapper.",
    "why_it_matters": "A 200-session game-coaching benchmark separated correct answers from correct direction.",
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      "The authors do not establish independent effects for each wrapper."
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        "qualification": "The authors do not establish independent effects for each wrapper."
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    "tags": [
      "state grounding",
      "LLM agents",
      "direction drift"
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  "sources": [
    {
      "source_id": "source-2026-09-24-018",
      "title": "arXiv preprint 2609.27606",
      "publisher": "arXiv",
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      "published_at": "2026-09-23T05:26:07.000-04:00",
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  "publisher": {
    "name": "The Machine Press",
    "url": "https://themachinepress.com",
    "description": "A daily newspaper for the age of artificial intelligence."
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    "title": "Live-State Wrappers Cut Grounding Failures About 78%",
    "publisher": "The Machine Press",
    "published_at": "2026-09-24T09:00:00.000-04:00",
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