Fluentide

A Chinese podcast · Same story, 4 levels

The Economist Urges Washington: Let China Copy American AI — Why Banning Distillation Would Backfire — episode cover art
2:40

《经济学人》劝华盛顿:让中国抄美国AI

The Economist Urges Washington: Let China Copy American AI — Why Banning Distillation Would Backfire

About this story

Anthropic and OpenAI ask Washington to punish Chinese AI labs for distillation; The Economist argues copying may lock China into second place instead. HSK 5+ Chinese listening practice.

This is an HSK 5+ Chinese listening episode that runs about 3 minutes. The full Mandarin script is shown with tap-for-pinyin and a line-by-line English translation, so you can listen and read at once — comprehensible input in the sense of Stephen Krashen's i+1 theory. It teaches 12 key vocabulary words such as 模型、训练、禁止 and walks through 3 grammar patterns, each explained in English with examples. The same news story is retold at 4 difficulty levels — use the level selector above to find the version that is challenging but still understandable for you.

Read at your level

原文

Read the complete story in Chinese. Reveal pinyin and English only when you need them.

几年前,美国的人工智能公司比的是谁的模型更聪明;如今,它们谈得更多的是谁在抄谁。
安思罗匹克和 OpenAI 已经向美国政府提出请求,要求出手阻止中国的实验室复制自己的人工智能模型。
安思罗匹克更进一步,希望华盛顿拿出真正的处罚措施,而不只是口头交涉。
争议的核心,是一种叫做蒸馏的做法。
它绕开了最昂贵的那一段:不必从头训练,只把大模型吐出来的结果当作教材,喂给一个体量小得多的模型。
这样一来,追赶者省下的是算力,也是时间。
两家公司的服务条款里都写明,禁止这种做法。
在国会山,联邦参议员比尔·哈格蒂提出了一项法案,授权政府对来自境外的“模型窃取”实施制裁,并把相关企业列入实体清单。
财政部长斯科特·贝森特说得更直接:美国可以就“这种窃取”制裁中国。
美方在九月指控六家中国公司复制美国的人工智能产品。
中国方面回应说,这些指控毫无根据。
企业层面拿出的材料要具体得多。
OpenAI 表示,与月之暗面相联系的用户试图套取它的推理过程。
这类活动在七月下旬被拦下之前陡然升温,涉及四千多名用户、约一万六千次请求。
安思罗匹克则在提交给参议院银行委员会的书面材料里称,阿里巴巴的行为是“已知规模最大的一次蒸馏攻击”。
同一家公司此时还在应付另一桩官司,它同意支付约十五亿美元,了结一批作家发起的集体诉讼。
也正是在这里,出现了另一种判断。
有评论认为,华盛顿真正该做的,恰恰是不去禁止蒸馏。
理由是专家给出的一个数字:中国的实验室距离美国的最前沿,只有三到六个月。
让它们沿着这条路追赶,反而会让中国长期依赖美国的产出,而不是另起一套体系。
按这种判断,即便彻底切断蒸馏,也只能让中国落后几个月,仅此而已。
更何况,这些公司在法庭上一直主张,用受版权保护的作品训练模型属于合理使用。
可机器写出来的东西本身不受版权保护,同一条道理反过来,也落在它们自己的产出上。
评论最后给出了一个反直觉的结论:抄,并不等于追上。
苏联当年照着偷来的美国图纸造芯片,最后依然落后。
照此推论,蒸馏反而可能把中国锁在第二名的位置上。
于是华盛顿面前摆着两条路,制裁,或者放任;而主张放任的一方认为,放任本身就是一种遏制。
English transcript reference

A few years ago, American AI companies competed over whose model was smarter; today, they talk more about who is copying whom.

Anthropic and OpenAI have already asked the US government to step in and stop Chinese labs from copying their AI models.

Anthropic goes further, hoping Washington will impose real penalties, not just verbal representations.

At the heart of the dispute is a practice called distillation.

It bypasses the most expensive part: no need to train from scratch, just take the output of a large model as teaching material and feed it to a much smaller model.

This way, the chaser saves computing power, and time as well.

Both companies' terms of service explicitly prohibit this practice.

On Capitol Hill, federal Senator Bill Hagerty introduced a bill authorizing the government to impose sanctions over "model theft" from abroad and to place the companies involved on the entity list.

Treasury Secretary Scott Bessent put it more bluntly: the US can sanction China over "this kind of theft."

In September, the US side accused six Chinese companies of copying American AI products.

China responded that these accusations are groundless.

The material presented at the corporate level is far more specific.

OpenAI said users linked to Moonshot AI tried to extract its reasoning process.

Such activity heated up sharply before being blocked in late July, involving more than 4,000 users and about 16,000 requests.

Anthropic, in written material submitted to the Senate Banking Committee, called Alibaba's conduct "the largest known distillation attack."

At this same time the company was also dealing with another lawsuit; it agreed to pay about 1.5 billion dollars to settle a class action brought by a group of writers.

And it is precisely here that another judgment emerges.

Some commentary argues that what Washington really should do is precisely not to ban distillation.

The reason is a figure given by experts: Chinese labs are only three to six months behind the American frontier.

Letting them catch up along this road will instead make China dependent on American output in the long run, rather than building a separate system.

By this judgment, even completely cutting off distillation would only set China back a few months, and nothing more.

What's more, these companies have argued in court that training models on copyrighted works constitutes fair use.

But what machines write is itself not protected by copyright; the same logic, turned around, applies to their own output as well.

The commentary ends with a counterintuitive conclusion: copying does not equal catching up.

The Soviet Union once built chips from stolen American blueprints, and still ended up behind.

By this reasoning, distillation may instead lock China into second place.

So Washington faces two paths: sanctions, or letting it be; and those who advocate letting it be argue that letting it be is itself a form of containment.

Listen again

Try it without the transcript and notice what sounds clearer.

What vocabulary does this episode teach?

词汇
móxíngmodel

HSK 5. Common in tech contexts; 大模型 means "large model."

xùnliànto train; training

HSK 5. Used for both people and AI models: 训练模型.

jìnzhǐto prohibit; to ban

HSK 5. Often in rules and terms: 禁止这种做法.

zhèngfǔgovernment

HSK 3. Appears as 美国政府, 联邦政府.

yāoqiúto request; to demand

HSK 4. 向某人提出请求/要求 = to make a request to someone.

cuòshīmeasure; step

HSK 5. 处罚措施 = punitive measures.

jiéguǒresult; outcome

HSK 3. Here 吐出来的结果 = the output it spits out.

shěngto save; to economize

HSK 4. 省下的是算力 = what is saved is computing power.

héxīncore; heart

HSK 5. 争议的核心 = the heart of the dispute.

fǎ'ànbill (legislation)

HSK 5. 提出法案 = to introduce a bill.

shòuquánto authorize

HSK 5. 授权政府实施制裁 = authorize the government to impose sanctions.

zhǐkòngto accuse; accusation

HSK 5. 毫无根据的指控 = groundless accusations.

* beyond level超纲词

What grammar patterns appear in this episode?

语法
反而↗

Adverb meaning "on the contrary, instead" — signals an unexpected or opposite result.

照此推论,蒸馏反而可能把中国锁在第二名的位置上。

并不等于 / 并不……

"Does not equal / is not necessarily" — 并不 softens or emphasizes negation of an assumption.

抄,并不等于追上。

于是……;而……

"And so...; while/whereas..." — 于是 marks a consequence, 而 introduces a contrast.

于是华盛顿面前摆着两条路,制裁,或者放任;而主张放任的一方认为,放任本身就是一种遏制。

Proper nouns

专有名词
安思罗匹克ĀnsīluópǐkèAnthropicOpenAIOpenAIOpenAI华盛顿HuáshèngdùnWashington国会山Guóhuì ShānCapitol Hill比尔·哈格蒂Bǐ'ěr HāgédìBill Hagerty斯科特·贝森特Sīkētè BèisēntèScott Bessent参议院银行委员会Cānyìyuàn Yínháng WěiyuánhuìSenate Banking Committee月之暗面Yuèzhī ÀnmiànMoonshot AI阿里巴巴ĀlǐbābāAlibaba苏联Sūliánthe Soviet Union

Sources

来源

Free account

Keep learning from this story

Create a free account to keep saved words and your preferred level together.

  • Keep words with their story context
  • Remember your preferred level
  • Build your vocabulary over time

Keep learning