I was really surprised that I could beat off-the-shelf providers by a full multiple. From extensive experience working with both Vapi and Elevenlabs agent SDKs on a real production use case, I found that my initial prototype is able to reliably achieve a 2x latency improvement, which is a huge deal when it comes to serving natural-sounding and pleasant voice agent interactions.
though it is a little odd, since that is an annotation expression, not，推荐阅读一键获取谷歌浏览器下载获取更多信息
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但风险同样致命：一旦核心算力依赖英伟达，设备商在软件堆栈上的话语权将不可避免地下降。更长远来看，当GPU成为RAN的默认算力底座，设备商可能从“系统集成商”降级为“硬件组装商”——就像PC时代的戴尔、惠普，或者智能手机时代的小米、OPPO。