{"id":"1f848052-6377-4fe4-aec4-af6bc4a77edb","slug":"motional-driver","name":"Motional Driver","description":"Motional's autonomous driving system (joint venture of Aptiv and Hyundai). Operating robotaxis in Las Vegas via Lyft. Full-stack L4 autonomous driving technology.","brainType":"foundation-model","isOpen":false,"maturityStage":"commercial","architecture":"L4 autonomous driving stack, sensor fusion, modular planning","reviewStatus":"unreviewed","sources":[],"keyFacts":{"HQ":"Boston, MA","Parents":"Aptiv + Hyundai","Robotaxi":"Las Vegas via Lyft"},"aliases":[],"collisionRisk":"low","reviewNote":null,"builtOnBrainId":null,"createdAt":"2026-08-09T14:35:32.046Z","updatedAt":"2026-08-09T14:35:32.046Z","jsonLd":{"@context":"https://schema.org","@type":"SoftwareApplication","@id":"https://registry.deploy.report/brains/motional-driver","url":"https://registry.deploy.report/brains/motional-driver","name":"Motional Driver","description":"Motional's autonomous driving system (joint venture of Aptiv and Hyundai). Operating robotaxis in Las Vegas via Lyft. Full-stack L4 autonomous driving technology.","identifier":"1f848052-6377-4fe4-aec4-af6bc4a77edb","applicationCategory":"foundation-model","publisher":{"@id":"https://deploy.report/#organization"}},"framework_metadata":{"framework_schema_version":"0.1.0","verification_status":"unreviewed","maturity_stage":"commercial","lifecycle_state":null,"architectural_position":{"cohort":null,"sub_cohorts":[]},"within_cohort_verified_vs_claimed_pair":null,"cap_flags":[],"verification_depth":{"sources_count":0,"primary_source_types":[]}}}