InCabin USA

9-11 June, 2026

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Huntington Place, Detroit

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#incabinusa

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Session Track: AI-Native IVI & Multi-Passenger Interaction

AI-Native In-Cabin Entertainment for Multi-Passenger Interaction in Passenger Vehicles

InCabin

USA

Presentation

Conventional infotainment remains tethered to manual inputs and cloud latency, failing the needs of dynamic multi-passenger environments. This presentation introduces Myelin Foundry’s AI-native, four-layer stack designed to transition cabins into state-aware environments. By integrating real-time interior sensing with a unique passenger state graph, the architecture enables complex group interactions such as relay singing and collaborative quizzes without compromising automotive safety.
Key technical highlights include:
Deterministic Edge Runtime: Prioritized scheduling and graceful degradation under thermal or power constraints.
Privacy-by-Design: Fully on-device processing with transient data handling and strict sandboxing.
Group Reasoning: Fair turn-taking logic for seamless, hands-free multi-user experiences.
The result is a production-grade framework that delivers low-latency, regulatory-compliant entertainment resilient to connectivity fluctuations. This architecture provides a robust blueprint for the next generation of autonomous and interactive automotive platforms.

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