Fidelity of Medical Reasoning in Large Language Models
Suhana Bedi, Yixing Jiang, Philip Chung, Oluwasanmi Koyejo, Nigam H. Shah
Abstract
This cross-sectional study evaluates whether the performance of large language models on medical benchmarks reflects logical reasoning or pattern recognition.
Topics & Concepts
FidelityComputer scienceLogical reasoningNatural language processingVerbal reasoningArtificial intelligencePsychologyCognitionNeuroscienceTelecommunicationsArtificial Intelligence in Healthcare and EducationMachine Learning in HealthcareExplainable Artificial Intelligence (XAI)