Фото: Stringer / WANA (West Asia News Agency) via Reuters
福建省储备粮南安直属库，一根智能探杆插入粮堆，即可自动采集温度、湿度、水分、虫情等关键数据。过去依赖人工“翻粮面”等才能发现的问题，如今在手机上就能及时掌握。这样的现实应用，把经验变为数据，让算法听懂需求。正因重视“四个面向”的场景耕耘，今天中国才成为全球新技术的“推广场”“应用场”。
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I’ve spent the last six months working on a startup, building agent prototypes for one of the largest consumer packaged goods companies in the world. As part of that work, our team relied on off-the-shelf voice agent platforms to help the company operate more effectively. Though I can’t go into the business details, the technical takeaway was clear: voice agents are powerful, and there are brilliant off-the-shelf abstractions like Vapi and ElevenLabs that make spinning up voice agents a breeze. But: these abstractions also hide a surprising amount of complexity.