# Poster content, GCC V4 ## Title Transformer-Based Abstractive Summarization for Traffic Incident Reports ## Regional angle - Includes a GCC track centered on Dubai, Abu Dhabi, and UAE federal sources - Structured regional traffic records converted into operator-style incident descriptions - Demo supports direct US vs GCC comparison ## Visuals 1. Model comparison bar chart 2. GCC source manifest table 3. Example GCC structured record to narrative conversion 4. Side-by-side summaries in the React UI 5. Demo QR linking to the local or hosted app screenshot