{"slug": "study-governed-ai-retrieval-97-pass-rate-67-fewer-tokens-emory-ibm", "title": "Study: Governed AI retrieval – 97% pass rate, 67% fewer tokens (Emory, IBM)", "summary": "Researchers from Emory University and IBM developed ContextNest, a context governance framework for autonomous AI agents, achieving a 97% pass rate on retrieval tasks while using 67% fewer tokens. The system enforces verifiable context constraints to improve efficiency and reliability in AI agent operations.", "body_md": "Academic Research\n\n# ContextNest: Verifiable Context Governance for Autonomous AI Agents\n\n**Peer-Reviewed Research Paper**\n\nMisha SulpovarPromptOwl, LLC\n\nBenn R. KonsynskiGoizueta Business School, Emory University\n\nQaish KanchwalaIndependent\n\nGabe GoodhartIBM Research\n\nPublished: June 15, 2026\n\n[Download PDF Version](/ContextNest-Verifiable-Context-Governance.pdf)", "url": "https://wpnews.pro/news/study-governed-ai-retrieval-97-pass-rate-67-fewer-tokens-emory-ibm", "canonical_source": "https://promptowl.ai/resources/verifiable-context-governance/", "published_at": "2026-06-25 19:35:43+00:00", "updated_at": "2026-06-25 19:44:00.197136+00:00", "lang": "en", "topics": ["ai-agents", "ai-research", "large-language-models", "ai-safety"], "entities": ["Emory University", "IBM", "ContextNest", "Misha Sulpovar", "Benn R. Konsynski", "Qaish Kanchwala", "Gabe Goodhart"], "alternates": {"html": "https://wpnews.pro/news/study-governed-ai-retrieval-97-pass-rate-67-fewer-tokens-emory-ibm", "markdown": "https://wpnews.pro/news/study-governed-ai-retrieval-97-pass-rate-67-fewer-tokens-emory-ibm.md", "text": "https://wpnews.pro/news/study-governed-ai-retrieval-97-pass-rate-67-fewer-tokens-emory-ibm.txt", "jsonld": "https://wpnews.pro/news/study-governed-ai-retrieval-97-pass-rate-67-fewer-tokens-emory-ibm.jsonld"}}