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Quantum Computing Inc. has secured a strategic partnership with Hamad Bin Khalifa University to deploy its Dirac-3 entropy quantum computing platform in Qatar, focusing on practical industry applications and workforce development. This collaboration aims to bridge the gap between theoretical research and commercialization by providing accessible cloud-based and local installation access for solving complex optimization problems without requiring specialized expertise. The initiative underscores a growing trend toward integrating quantum technologies into regional innovation ecosystems through joint academic-industry efforts.