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Artificial intelligence has transformed the education sector, bringing personalized learning, predictive analytics, and smart tutoring systems into everyday classrooms. These tools help educators monitor student progress, identify learning gaps, and improve teaching strategies. However, as these AI systems grow more complex, ensuring their reliability becomes essential. That’s where real-time alerts come in—acting as an early warning system to flag issues before they escalate and disrupt learning.

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