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cs.AI2025
Causal MAS: A Survey of Large Language Model Architectures for Discovery and Effect Estimation
Adib Bazgir, Amir Habibdoust, Yuwen Zhang +1
Large Language Models (LLMs) have demonstrated remarkable capabilities in various reasoning and generation tasks. However, their proficiency in complex causal reasoning, discovery,…
cs.AI2025
Beyond Correlation: Towards Causal Large Language Model Agents in Biomedicine
Adib Bazgir, Amir Habibdoust Lafmajani, Yuwen Zhang
Large Language Models (LLMs) show promise in biomedicine but lack true causal understanding, relying instead on correlations. This paper envisions causal LLM agents that integrate…