Multimodal Output Systems

Multimodal Output Systems

When Output Modality Switching Overloads User Predictions

Picture this: you are navigating with a voice assistant. It says 'Turn left in 200 meters.' You nod. Then, without warning, the voice drops and a map ...

Multimodal Output Systems

What to Fix First in a Multimodal Alert Chain for Expert Users

Multimodal output systems are weird. They fuse text, images, audio, and video—each with its own latency profile, error surface, and failure mode. When...

Multimodal Output Systems

When Haptic Feedback Overrides Visual Cues: Auditing Output Conflicts

You glance at the dashboard. The speedometer reads 55 mph. But the steering wheel is pulsing — a low, insistent rumble you feel in your palms. Your br...