Competency-Based Medical Education

In competency-based education, trainees must demonstrate specific abilities before being entrusted with tasks. AI-era assessment may need to distinguish unsupported reasoning, AI-assisted reasoning, appraisal of AI output, and safe AI inte…

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In competency-based education, trainees must demonstrate specific abilities before being entrusted with tasks. AI-era assessment may need to distinguish unsupported reasoning, AI-assisted reasoning, appraisal of AI output, and safe AI integration into care. The response to never-skilling may need to focus on competencies rather than time-based exposure alone. AI complicates competency assessment because AI-assisted performance may not show independent competence.