Min-Koo Kim

AUTOMATED CONFIDENCE-ACCURACY GAP PROFILING AND LLM-BASED SAFETY INTERVENTION FOR CONSTRUCTION SITE MANAGERS

Construction site managers' safety competency is often undermined by systematic gaps between self-assessed confidence and actual performance. However, conventional safety assessments measure knowledge alone and cannot detect miscalibration. This study presents an automated system that profiles managers' confidence-accu...