不是一个更大的模型——而是一组更小的模型。要知道,过去三年里,AI 行业最强大的共识是「越大越好」。OpenAI 的 Sam Altman 四处筹措万亿美金建设算力基础设施,各家实验室军备竞赛般地烧钱烧卡,底层假设只有一个:模型越大,就越聪明。
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The proposed application architecture uses modules as building blocks, because they allow us to lower the overall complexity of the solution. Modules in MIM should represent business capabilities, processes, flows or “significant pieces of logic”. They hide the information required to carry out the logic as well as the underlying complexity. Modules then expose public APIs that let us use them as black boxes. That’s nothing else but High Cohesion and Information Hiding in practice. Or as J. B. Rainsberger put it, by using modules you “hide details in a box”.