AIBearisharXiv – CS AI · Mar 276/10
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Probing the Lack of Stable Internal Beliefs in LLMs
Research reveals that large language models (LLMs) struggle to maintain consistent internal beliefs or goals across multi-turn conversations, failing to preserve implicit consistency when not explicitly provided context. This limitation poses significant challenges for developing persona-driven AI systems that require stable personality traits and behavioral patterns.