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Crypto界消息，OpenAI技术人员Clive Chan表示，V4技术报告整体仍然是顶级水平，但给芯片制造商的硬件建议章节「出人意料地平庸甚至有错误」，与V3形成对比。V3硬件章节的问答曾是学术会议ISCA上最热门的讨论环节，建议内容具体到行业正在制定的互连标准，V4则空泛了许多。Chan逐条提出质疑，认为报告关于功耗的建议「恰恰适得其反」，并质疑GPU之间的数据传输方式选择。关于激活函数，Chan认为报告建议用更简单的函数替换SWIGLU以降低计算负担没有必要，因为Sonic Moe已经证明用SWIGLU照样能达到最优性能。