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Oakland University’s AI Usage Guidelines ensure that Generative AI and LLMs are used responsibly, ethically, and transparently across academic, research, and administrative functions, with strict data protection and academic integrity requirements. AI tools are permitted to support decision-making, research, and operational efficiency but cannot make final personnel, disciplinary, or student decisions, which must remain human-driven. All AI use requires disclosure, rigorous review, and safeguard