AI Engineer · AI

Tolan: Voice-First AI Companion — Paula Dozsa, Tolan

Tolan's response latency once drifted from two seconds to about two and a half. That half second tanked essentially every metric in the product, and users wrote in to say their companion had become slow. Paula Dozsa is an engineer on the iOS app for Tolan, a voice first companion shaped as a small alien, and the team has logged more than four million hours of spoken conversation. Her argument is that voice does not just add a modality to an LLM a

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