First is full-stack in-house development and engineering-driven cost reduction. Through coordinated hardware–software design and continuous engineering optimization, the company drives cost down at scale while maintaining performance and reliability, removing key pricing barriers to the mass adoption of consumer products.
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In practice, real turn-taking requires combining low-level audio signals with higher-level semantic cues from the transcript itself. That meant the VAD-only approach couldn’t scale to a real system.
Банк России оценил идею о двух вариантах ставки по кредитам14:55