ABBEL: LLM Agents Acting through Belief Bottlenecks Expressed in Language

This article likely discusses a research paper on Large Language Model (LLM) agents. The focus seems to be on how these agents operate, specifically highlighting the role of 'belief bottlenecks' expressed through language. This suggests an investigation into the cognitive processes and limitations of LLM agents, potentially exploring how their beliefs influence their actions and how these beliefs are communicated.