6月12日，美国商务部以国家安全为由，限制 Anthropic/Claude 最新模型 Mythos 5 和 Fable 5 向外国人开放。随后，Anthropic 将这两个刚刚发布、被视为公司最强能力代表的模型全线下架。一个 AI 产品更新，为什么会突然变成国家安全事件？所谓“外国人不能用”，又如何影响到整个 AI 行业？
本期我们从技术层面解释大语言模型的“护栏”：它为什么需要拒绝回答某些问题，为什么护栏太低会带来安全风险，护栏太高又会误伤正常科研和普通用户。Anthropic 一直主张 AI 监管，但当政府真的出手，监管又立刻变成出口管制、国籍边界、法律灰色地带和政治表态问题。
我们也把讨论推到更大的层面：Anthropic 的价值观、AI 公司与军方合作、硅谷加速主义者的反应、开源模型和 AI 安全之间的矛盾，以及特朗普和桑德斯都提到过的 AI 国有化、主权基金和全民分红。AI 不只是技术产品，也正在成为国家安全、文化战争、劳动力市场和人类社会未来秩序的一部分。
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01:13 Claude 最新模型被限，Anthropic 全线下架
14:01 政府与 Anthropic 各执一词的罗生门
21:47 Anthropic 为什么主动呼吁 AI 监管
30:12 Anthropic 的价值观、国家安全和军方合作
43:40 硅谷加速主义者为何为 Anthropic 被锤叫好
53:12 从公司自律到国家入股：AI 巨头国有化想象
54:17 AI 冲击劳动力市场之后，社会如何分配红利
On June 12, the U.S. Commerce Department restricted access to Anthropic/Claude’s latest models, Mythos 5 and Fable 5, for foreign nationals on national security grounds. Anthropic then took both newly released models, widely seen as the company’s most capable systems, offline for all users. How did an AI product update suddenly become a national security incident? And how does a rule that “foreigners cannot use it” affect the entire AI industry?
In this episode, we explain the technical side of large language model “guardrails”: why models need to refuse certain requests, why guardrails that are too weak can create safety risks, and why guardrails that are too strict can interfere with legitimate research and ordinary users. Anthropic has long advocated for AI regulation, but once the government actually intervenes, regulation immediately turns into a question of export controls, national boundaries, legal gray areas, and political signaling.
We also broaden the discussion to Anthropic’s values, AI companies’ cooperation with the military, reactions from Silicon Valley accelerationists, the tension between open-source models and AI safety, and proposals raised by both Trump and Sanders around AI nationalization, sovereign wealth funds, and public dividends. AI is no longer just a technology product; it is becoming part of national security, the culture war, the labor market, and the future order of human society.
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01:13 Claude’s latest models are restricted, and Anthropic takes them offline
05:23 How technology, politics, and ideology become entangled
05:52 What “jailbreaking” and “guardrails” mean for large language models
12:37 Amazon, security researchers, and reports of model vulnerabilities
14:01 The competing narratives from the government and Anthropic
21:47 Why Anthropic has actively called for AI regulation
23:15 Export controls: can the U.S. restrict foreigners from using AI models?
30:12 Anthropic’s values, national security, and cooperation with the military
41:34 Will the ban weaken America’s lead in AI?
43:40 Why Silicon Valley accelerationists are cheering Anthropic’s troubles
45:03 Shifting power inside the White House and the future of AI policy
49:07 User data, culture-war politics, and the open-source model debate
53:12 From corporate self-regulation to state ownership: imagining AI nationalization
54:17 After AI disrupts the labor market, how should society share the gains?
The American Roulette is a podcast dedicated to helping the Chinese-speaking community understand fast-changing U.S. politics.
小华 (Xiao Hua): Journalist, political observer
曹起曈 (Thomas Cao): Assistant professor at the Tufts Fletcher School
The views expressed by the host and guests do not represent the opinions of their employers or any affiliated institutions.
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