Automotive HMI2025—26Adaptive Generative UICompose the interface itself from context — driver state, road conditions, route — instead of asking the driver to navigate to what they need.
Enterprise UX2024—25Redesigning PLM for Apparel Line PlanningDesigners duplicated one jacket nineteen times to create it. Merchandisers waited three weeks for data the PLM already held.
Voice Interfaces2024—25Proactive AgentClassify intent from noisy, real-world speech so the agent acts only when the signal is clear, instead of answering every stray sentence.
Ambient Computing2026Luminous JellyfishA wordless agent that expresses emotion, status, and intent purely through light, staying readable from midnight to noon
