Hypothesis and TheoryPublished 25 September 2026Governing generative AI in urban mobility: a five-pillar framework and twelve falsifiable propositions for operations, accountability, and public trustNirmal Acharya · Padmaja KarFrontiers in Future Transportationdoi 10.3389/ffutr.2026.1951756