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Explore the engineering and design principles behind Voice-First AI Overlays through this 17-minute conference talk that demonstrates how AI agents can assist conversations directly within communication interfaces. Learn about the technical architecture of overlay systems and their role in agent orchestration, while discovering UI design principles that enable AI assistance without disrupting primary human interactions. Examine the voice-first UX challenge of creating helpful AI overlays that operate either single-sidedly or as mediators between conversation participants. Watch a live demonstration showing how messy real-time captions can be transformed into useful conversational hints within the context of a language learning session, illustrating practical applications of this emerging technology.
