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Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
The Paradox of Knowledge: Why Medical Students Know More But Understand Less
Heidi L Lujan1, Stephen E DiCarlo1
1Department of Physiology, College of Osteopathic Medicine, Michigan State University, 567 Wilson Rd. BPS Room 1104, East Lansing, MI 48824 USA.
Abstract:
Medical education faces a paradox: despite unprecedented access to information, many students struggle to apply their knowledge to complex clinical scenarios. This paradox stems from an educational system that prioritizes rote memorization and exam performance over critical thinking and conceptual understanding. Information overload, protocol-driven learning, and exam-focused curricula contribute to superficial learning, leaving students underprepared for real-world practice. Additionally, diminishing emphasis on foundational sciences and inadequate time for reflection exacerbate this issue. To address these concerns, medical education must shift toward fostering deep learning, integrating basic and clinical sciences, and prioritizing active, inquiry-driven teaching methods to prepare adaptable, thoughtful clinicians.
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