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P. Zaraté

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#artificial intelligence Preprint Sep 2026

Integrating the Analytic Hierarchy Process with Large Language Models for Transparent Multi-Criteria Decision-Making

LLMs are increasingly employed in a wide range of decision-making tasks. However, the opacity of their internal reasoning makes it difficult to validate or interpret their outputs, and the need for interpretability becomes especially critical in high-stakes settings. This study examines the decision-making capabilities...

Zhi-Guang Han, Farah Benamara, P. Zaraté · 0 citations

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