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services.AddSingleton();We leveraged this existing dependency injection structure to properly set up the AOT DLL build. By defining a custom IoC container and injecting it with the concrete implementations required for offline play we were able to minimize the amount of refactoring necessary to make everything work. For the previous telemetry client example, we simply inject a no-op implementation in the serverless code.

a16z基础设施团队的合伙人Jennifer Li在Big Ideas报告里说了一句让很多人印象深刻的话:企业AI现在最大的瓶颈,不是模型不够聪明,而是自己的数据太乱。她用了一个词——"数据熵"。每家公司都淹没在PDF、截图、邮件、操作日志里,80%的企业知识以非结构化的形式散落在各个角落,从来没有被系统整理过。你买了最好的模型,搭了最贵的系统,但喂进去的是一团乱麻,出来的自然是错误和幻觉。

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Source: Computational Materials Science, Volume 267