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LLM-powered autonomous agents are categorized as a specific neuro-symbolic approach within the broader field of artificial intelligence, as established in [1].

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Sources
The Synergy of Symbolic and Connectionist AI in LLM ... arxiv.org arXiv 1 fact
claimLLM-powered Autonomous Agents (LAAs) and Knowledge Graphs (KGs) are both examples of neuro-symbolic approaches to Artificial Intelligence.