Medical AI Answers Could Include 'Context Receipts' for Enhanced Transparency
A new design concept proposes that medical AI systems should provide 'context receipts' with their answers. This initiative aims to make AI-generated medical information more transparent and inspectable for clinicians. A context receipt would be a visible record detailing the sources, supplied facts, assumptions, and important unknowns that shaped the AI's response. This is not a certification of correctness but rather a tool to help users understand the basis of the AI's output. The proposal suggests that such receipts should clearly distinguish between selected, supplied, retrieved, inferred, and unknown information. For instance, it would show the guideline jurisdiction, care setting, clinical information, source version, local pathway, resource availability, and any important unresolved facts. The goal is to move beyond simple citations by providing a comprehensive snapshot of the context used by the AI, allowing clinicians to assess the relevance and applicability of the information to specific patien...