Explainability in Automated Driving: From Spatial Attention to Human-Centred Reasoning
A human-centred explainability framework is proposed that repositions AV explanation as a cognitive human-machine interaction problem, leveraging multimodal large language models as the generative engine for contextualised natural language explanations responsive to user expertise and situational urgency.