How cognitive ergonomics and visual affordances dictate in-cabin generative UI schemas for Level 3 and Level 4 vehicles.
Statistical proofs showing how multi-line text cards increase eyes-off-road time by 300%, and how A2HCard's single-token badge format keeps distraction below 1.2 seconds.