Dual-Stage LLM Framework for Scenario-Centric Semantic Interpretation in Driving Assistance

Jean Douglas Carvalho, Hugo Taciro Kenji, Ahmad Mohammad Saber +3

Advanced Driver Assistance Systems (ADAS) increasingly rely on learning-based perception, yet safety-relevant failures often arise without component malfunction, driven instead by…