Rohan Paul@rohanpaul_ai · XMark Zuckerberg指出，未来企业不会拥有前沿AI基础模型，而是基于共享模型构建定制化运营层，反映其业务流程与客户历史，用于客户互动和支持。与此同时，Meta发布原生多模态推理模型Muse Spark，采用多智能体编排架构，多个副本可并行推理并比较结果，用比Llama 4 Maverick少10倍以上的训练计算达到类似能力，标志着AI性能提升从单一模型扩展转向运行时智能分配计算资源。
Mark Zuckerberg： Most businesses will not own frontier AI in the way Meta or OpenAI does.
But many will end up with something that feels like their own AI： a customized operational layer that reflects how that company actually works.
He says， "OpenAI， Google， they're building an AI.
But I think we're gonna have a lot of different AI systems， just like we're gonna have， we have a lot of different apps. I think in the future， every business， just like I have a website and a phone number and an email address， a social media account， is also going to have an AI that can interact with their customers to help them sell things， help them give support."
--- What he is really describing that a company's "own AI" will usually not be a frontier model trained from scratch， but a layer built on top of shared models， shaped by its products， policies， customer history， and way of working.