The Augustinian Limit: A Framework for Human Oversight in AI-Based Teacher - Alec Goldstone

This research critiques AI-based classroom monitoring, arguing that while algorithms can measure behavior, they cannot interpret meaning. It proposes the “Augustinian limit,” where AI supports logistics but human judgment guides interpretation. The framework protects authentic learning moments, emphasizing that true education relies on human insight, not just data-driven evaluation.