Infinite agentic loops are a distinct failure mode in LLM agents arising from unbounded feedback paths, and IAL-Scan detects them via framework-independent static analysis with 91.9% precision on 6,549 repositories.
LLM app store analysis: A vision and roadmap,
2 Pith papers cite this work. Polarity classification is still indexing.
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UNVERDICTED 2representative citing papers
MCP lifecycle is defined with four phases and 16 activities; a threat taxonomy of 16 scenarios is constructed, validated via case studies, and paired with phase-specific safeguards.
citing papers explorer
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When Agents Do Not Stop: Uncovering Infinite Agentic Loops in LLM Agents
Infinite agentic loops are a distinct failure mode in LLM agents arising from unbounded feedback paths, and IAL-Scan detects them via framework-independent static analysis with 91.9% precision on 6,549 repositories.
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Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
MCP lifecycle is defined with four phases and 16 activities; a threat taxonomy of 16 scenarios is constructed, validated via case studies, and paired with phase-specific safeguards.