Kimi: Threat or menace?

Kimi：是威胁还是祸患？

Chinese company Moonshot AI released a new version of its Kimi model this week, generating another wave of discourse about China and open source AI. Moonshot said that although Kimi K3 “still trails the most powerful proprietary models, Claude Fable 5 and GPT 5.6 Sol,” the new open source model “demonstrated frontier-level performance across our evaluation suite, consistently outperforming other tested models.” Independent analyses from Arena.ai and Vals AI also suggested that Kimi is competitive with flagship frontier models.

中国公司月之暗面（Moonshot AI）本周发布了其 Kimi 模型的新版本，再次引发了关于中国与开源人工智能的讨论浪潮。月之暗面表示，尽管 Kimi K3 “仍落后于最强大的专有模型 Claude Fable 5 和 GPT 5.6 Sol”，但这款新的开源模型“在我们的评估套件中展现了前沿水平的性能，持续优于其他受测模型”。来自 Arena.ai 和 Vals AI 的独立分析也表明，Kimi 具备与旗舰级前沿模型竞争的实力。

The announcement, which coincided with a speech from Chinese president Xi Jinping at the World AI Conference in Shanghai, seems to have spooked Wall Street, with the Nasdaq dropping about 1% on Friday as investors sold off stocks in chip companies like Nvidia. Many of the resulting posts from tech industry figures will sound familiar to those who remember the debate after another Chinese company, DeepSeek, released its open source R1 model in January 2025. Except now, everything seems heightened after the Trump administration’s tariff war with China, repeated fights over the national security threat supposedly posed by Anthropic, and as major AI companies prepare to finally go public.

此次发布恰逢中国国家主席习近平在上海世界人工智能大会上发表讲话，这似乎惊动了华尔街。周五纳斯达克指数下跌约 1%，投资者纷纷抛售英伟达等芯片公司的股票。对于那些记得 2025 年 1 月另一家中国公司 DeepSeek 发布开源 R1 模型后所引发辩论的人来说，科技界人士随后的许多评论听起来会很熟悉。只不过现在，在特朗普政府对华关税战、关于 Anthropic 所谓国家安全威胁的反复争论，以及各大 AI 公司准备最终上市的背景下，一切似乎都变得更加紧张。

For example, David Sacks — the Trump administration’s former AI czar and now co-chair of the President’s Council of Advisors on Science and Technology — contrasted Kimi’s progress with a United States that is “tying itself in knots: politicians and bureaucrats are banning new data centers, piling on state regulations, and pushing for new federal agencies to pre-approve frontier models. This is how you lose the AI race.” (The news also gave him an excuse to take a dig at Anthropic, calling Claude an example of “woke lobotomized models.”)

例如，特朗普政府前 AI 沙皇、现任总统科技顾问委员会联合主席大卫·萨克斯（David Sacks）将 Kimi 的进步与美国进行了对比，称美国正“作茧自缚：政客和官僚们在禁止建设新的数据中心，堆砌州级法规，并推动建立新的联邦机构来预先审批前沿模型。这就是你们输掉 AI 竞赛的方式。”（这则新闻也让他有机会嘲讽 Anthropic，称 Claude 是“觉醒派（woke）被切除前额叶的模型”的典型。）

And former Uber CEO Travis Kalanick echoed complaints that Chinese are “distilling off” (i.e., being trained on the outputs of) American AI models. “If distillation isn’t enforced against, then everyone should be able to distill from everyone else.. otherwise one arm [would be] tied behind American models’ backs,” Kalanick wrote. (Of course, American models have also been built on top of Chinese ones, specifically Kimi.)

前 Uber 首席执行官特拉维斯·卡兰尼克（Travis Kalanick）也附和了这种抱怨，称中国人正在“蒸馏”（即利用美国 AI 模型的输出进行训练）。卡兰尼克写道：“如果不禁止蒸馏，那么每个人都应该能够从其他人那里蒸馏……否则美国模型就像是被绑住了一只手。”（当然，美国模型也曾建立在中国模型之上，特别是 Kimi。）

Meanwhile, OpenAI’s head of strategic futures Dean Ball said that Kimi is “a very good model” whose performance probably can’t be “explained away by distillation or anything like that,” adding that he’s “personally surprised the Chinese state continues to allow the open sourcing of models this good, given potential risks.” In fact, Ball suggested that “probable outcome of an open-weight-model-dominant world is full AI communism,” where AI is treated as “a ‘public good’ which will ultimately be provided by the state as a kind of ‘digital public infrastructure.’”

与此同时，OpenAI 战略未来负责人迪恩·鲍尔（Dean Ball）表示，Kimi 是“一个非常好的模型”，其性能可能无法“用蒸馏或其他类似手段来解释”。他补充说，考虑到潜在风险，“我个人很惊讶中国政府竟然继续允许如此优秀的模型开源”。事实上，鲍尔认为，“一个由开放权重模型主导的世界，其可能的结果是完全的 AI 共产主义”，即 AI 被视为一种“公共产品”，最终由国家作为一种“数字公共基础设施”来提供。

“This future strikes me as a dystopian hellscape, but I’ve never met an open-weight models advocate who doesn’t ultimately concede this is where things end,” said Ball. He even suggested that the Trump administration (which he used to work for) will eventually realize it needs to “create large amounts of regulatory risk around the use of open-weight Chinese models.” “You don’t need to ‘ban open source’ (one of the dumber motifs of AI policy discussion),” Ball said. “You just need to direct every agency to issue soft law that creates FUD [fear, uncertainty, and doubt]. ‘A Federal Reserve Advisory Bulletin found that there may be backdoors in Chinese AI models.’ It needn’t be that well justified. You just create enough regulatory risk that every regulated enterprise backs off.”

“这种未来在我看来是反乌托邦的地狱，但我从未见过哪位开放权重模型的倡导者不最终承认这就是事情的终局，”鲍尔说。他甚至建议，特朗普政府（他曾为其工作）最终会意识到需要“围绕使用中国开放权重模型制造大量的监管风险”。“你不需要‘禁止开源’（这是 AI 政策讨论中最愚蠢的主题之一），”鲍尔说。“你只需要指示每个机构发布软法来制造 FUD（恐惧、不确定性和怀疑）。比如‘美联储的一份咨询公告发现中国 AI 模型中可能存在后门’。它不需要有充分的依据，你只需要制造足够的监管风险，让每个受监管的企业都退缩。”

However, Shakeel Hashim, editor of the AI-focused publication Transformer, argued that much of the worry is overblown, both because Kimi “likely does not have dangerous cyber capabilities,” and because the Chinese government will face “extremely similar incentives” to restrict open Chinese models once they develop those capabilities.

然而，专注于 AI 的出版物《Transformer》的编辑沙基尔·哈希姆（Shakeel Hashim）认为，大部分担忧被夸大了，原因在于 Kimi “很可能不具备危险的网络能力”，而且一旦中国模型发展出这些能力，中国政府也将面临“极其相似的动机”去限制它们。