Abstract
This work distinguishes vehicle agency from autonomy and presents them as complementary dimensions. It outlines how multimodal models can enable vehicles to reason about ambiguous goals, interact socially, use tools, learn continuously, and adapt to ethically significant situations in support of human-centered mobility.