AI Drug Repurposing System v5.3: A New Approach to Verification

This article introduces a novel approach to validating an AI drug repurposing system, emphasizing the importance of identifying potential failure points rather than solely focusing on successful outcomes. The innovative focus on 'deepening doubt' promises a more robust and reliable system for clinical researchers. This forward-thinking methodology could transform how we approach AI-driven drug discovery.

• •v5.3 emphasizes identifying potential failures to ensure safe human decision-making.
• •The validation process focuses on 'deepening doubt' rather than just confirming successes.
• •The system is designed to avoid '後知恵バイアス' (hindsight bias), '確証バイアス' (confirmation bias), and因果の混同 (confounding of causality).