21观察丨AI下半场:硬件上山,智能体下山

21世纪经济报道
09 May

DeepSeek、Manus、MCP……今年以来,AI领域层出不穷的热搜都指向同一个关键词——应用落地。  背景在于,全球AI产业正站在一个关键分水岭,一方面,生成式AI技术眼花缭乱;另一方面,AI规模化落地的瓶颈愈发凸显。软件能力走不进硬件、跨场景协同能力薄弱、云上隐私安全争议难解、端侧算力不足,这些矛盾被业界称为“AI下半场必须跨过的山”。  这其中,混合式AI路线被视作达成 AGI(通用...

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