AnalysisAI AgentsSeptember 15, 2026

Roku's Amit Desai: better assistant UX without better models

Talk argues model accuracy stayed pinned at 79% while user pain dropped nearly half by changing when assistants act, confirm, or stop. Desai, who worked on voice interfaces at Roku and a widely used smart speaker, says teams over-invest in the model knob.

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