AI RESEARCH
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
arXiv CS.LG
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ArXi:2505.00753v5 Announce Type: replace-cross Recent advances in large language models (LLMs) have sparked growing interest in building fully autonomous agents. However, fully autonomous LLM-based agents still face significant challenges, including limited reliability due to hallucinations, difficulty in handling complex tasks, and substantial safety and ethical risks, all of which limit their feasibility and trustworthiness in real-world applications.