School districts must establish cross-functional AI governance teams, prioritize problem definition over tool acquisition, and implement robust data strategies to build sustainable AI frameworks. This approach ensures that AI enhances learning while maintaining data integrity and equity. As AI evolves rapidly, these practices will be crucial for tech professionals in education to integrate technology effectively without compromising student privacy or instructional goals.
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