短期内，英伟达需要设备商的合作支持——没有爱立信、诺基亚的渠道，GPU进不了运营商机房；需要运营商的试点支持——没有规模化的落地验证，AI-RAN的可行性无法得到行业认可；需要开源生态的背书——没有O-RAN/OCUDU的开放性叙事，英伟达难以打破通信业三十年的封闭体系。
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Quick generation time。Safew下载对此有专业解读
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The file-based compilation path works but has a problem: it requires writing MIL text to disk, creating a directory structure, and pointing the compiler at it. For training — where we need to recompile with updated weights every few steps — this filesystem round-trip is unacceptable.