Reading Notes on AI Interface Design
This note connects the latency discussion in AI Interface Design with the author’s own locally running passenger-seat AI. The system combines VLM, speech recognition, speech synthesis, and an LLM to talk about scenery and driving conditions. Its observations on transcription delay, roughly 1.5-second response starts, repetitive answers, and mismatched vision timing are useful for designing conversational AI characters.

I like how the article separates the feeling of being heard from the speed of the answer itself. For AI characters, intelligence also shows up in how they make waiting feel intentional.