🤖 AI Agent11 items
Latest AI agent research papers, analysis, and improvement insights
Towards operational validation of LLM-agent social simulations: a replicated study of a Reddit-like technology forum
Towards operational validation of LLM-agent social simulations: a replicated study of a Reddit-like technology forum
TrajGenAgent: A Hierarchical LLM Agent for Human Mobility Trajectory Generation
TrajGenAgent: A Hierarchical LLM Agent for Human Mobility Trajectory Generation
When Errors Become Narratives: A Longitudinal Taxonomy of Silent Failures in a Production LLM Agent Runtime
When Errors Become Narratives: A Longitudinal Taxonomy of Silent Failures in a Production LLM Agent Runtime
Design and Implementation of a Lightweight Neural Controller for LLM Agent Systems
Design and Implementation of a Lightweight Neural Controller for LLM Agent Systems
Retrospective Progress-Aware Self-Refinement for LLM Agent Training
Retrospective Progress-Aware Self-Refinement for LLM Agent Training
tap: A File-Based Protocol for Heterogeneous LLM Agent Collaboration
tap: A File-Based Protocol for Heterogeneous LLM Agent Collaboration
SkillMutator: Benchmarking and Defending Language-and-Code Cross-modal Attacks on LLM Agent Skills
SkillMutator: Benchmarking and Defending Language-and-Code Cross-modal Attacks on LLM Agent Skills
Layer-Isolated Evaluation: Gating the Deterministic Scaffold of a Production LLM Agent with a No-LLM, Regression-Locked Test Harness
Layer-Isolated Evaluation: Gating the Deterministic Scaffold of a Production LLM Agent with a No-LLM, Regression-Locked Test Harness
HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness
HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness
SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems
SMSR: Certified Defence Against Runtime Memory Poisoning in Persistent LLM Agent Systems
An LLM-based multi-agent system for geoscience legacy document processing, knowledge extraction and quality control
An LLM-based multi-agent system for geoscience legacy document processing, knowledge extraction and quality control