Author
Dr Khalid M. Al-Kuwari
Organisation/Institution
Hamad Bin Khalifa University
Country
QATAR
Panel
Information Technology Law
Title
The Role of Arabic-Centric AI - Qatar’s FANAR AI Model Pointing Toward Linguistic Sovereinty & Digitization in Asia
Abstract
As artificial intelligence, “AI”, becomes embedded within aspects of the administrative, judicial, and regulatory infrastructures of Asian jurisdictions. This paper advances the argument that linguistic accuracy—particularly for structurally complex Asian languages such as Arabic—is foundational to the development of fair, dependable, and regionally integrated AI-assisted legal systems. Despite rapid adoption of AI technologies across Asian states, mainstream large language models remain predominantly trained on English-language corpora, resulting in systematic misalignment when applied in non-English environments. For Arabic-speaking jurisdictions, this linguistic disparity is acute: Arabic’s root-based morphology, semantic density, and doctrinal terminology present significant challenges that conventional AI models routinely fail to capture with precision. Qatar constitutes a strategically significant case study illustrating how Asian can proactively address the legal risks posed by linguistic underrepresentation in AI. Qatar’s broader national agenda for digital transformation—including smart courts, digital public services, and expanded e-government frameworks—requires an AI ecosystem capable of understanding the linguistic and cultural nuances that underpin Arabic legal and administrative discourse. To meet this need, Qatar has developed FANAR AI, an indigenous Arabic large-language model specifically trained on regionally grounded Arabic datasets that reflect Gulf dialects, Qatari governmental terminology, and the culturally embedded patterns of legal reasoning found in Arabic-speaking administrative systems. FANAR AI represents more than a technological innovation; it functions as a tool of linguistic sovereignty and institutional self-reliance, demonstrating how states can develop AI infrastructures that sustain legal certainty, uphold linguistic identity, and support equitable digital transformation. By integrating FANAR AI into legal-adjacent, Qatar provides a pathway for addressing linguistic inequality within AI while reducing dependence on Western-trained models. This positions FANAR as a model of sustainable legal knowledge production. The paper argues that Qatar’s approach offers transferable insights for other Asian jurisdictions seeking to harmonise digital transformation with cultural and linguistic specificity.
Biography
Dr. Khalid Mubarak Al-Kuwari is a distinguished legal professional licensed before the Court of Cassation, with nearly two decades of experience in commercial litigation, arbitration, compliance, corporate governance, and the structuring of legal departments and SOPs. Since 2006, he has served as Senior Associate Legal Counsel at Qatar Foundation, advising on complex contracts, risk management, M&A transactions, due diligence, intellectual property, and civil and employment law across diversified industries. Dr. Al-Kuwari is also Secretary to the Board of Trustees and a faculty member at Hamad Bin Khalifa University, where he contributes to leadership, accreditation, curriculum development, admissions, and tender governance. His academic background includes an SJD from the University of Virginia School of Law, an LL.M. in International Business and Economic Law from Georgetown, and executive leadership training at HEC Paris, supported by foundational legal studies at Durham University and research affiliations with Harvard Law School. Previously, he served as a diplomat at the Ministry of Foreign Affairs, representing Qatar in regional and international negotiations on human security, disability rights, humanitarian law, and treaty development. He has held numerous board and committee roles within Qatar Foundation and associated entities in Qatar, the UK, and internationally. Fluent in Arabic and English, Dr. Al-Kuwari is deeply engaged in public legal education, charitable initiatives, and advocacy, with research interests spanning comparative legal systems, governance frameworks, the evolution of the legal profession, and the intersection of law, education, and institutional development.
