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Paper · arXiv

Maat: The Agentic Legal Research Assistant for Competition Protection

Competition law experts conducting legal research must review extensive volumes of cases, decisions, and judicial reports to identify precedents and assess key elements in competition and merger cases. Although general research assistants such as Claude and ChatGPT and legal assistants such as SaulLM-7B and LegalGPT are increasingly used to assist legal research, they remain inadequate for competition law analysis: they lack specialized domain expertise, provide insufficient official citations, or hallucinate competition law cases. We propose Maat, a ReAct agent that orchestrates tools corresponding to different tasks of the research process. Designed iteratively with competition law expe...

AuthorsBasant Mounir, Farida Madkour, Amira Abdelaziz et al.
Primary categorycs.AI
Published26 May 2026
Last updated at source26 May 2026
cs.AI
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