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Court Filing Hides Prompt for AI Reviewer — episode cover art
5:09

他在给法院的文件里藏了一行白字,那句话是写给 AI 的

Court Filing Hides Prompt for AI Reviewer

About this story

Court Filing Hides Prompt for AI Reviewer. HSK 5-6 Chinese listening practice.

This is an HSK 5-6 Chinese listening episode that runs about 5 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 10 key vocabulary words such as 字、份、句 and walks through 4 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.

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原文

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

先问一个问题:一张纸,有没有可能对人说一句话,同时对机器说另一句话?
今年八月,美国康涅狄格州的一家法院,用十四页纸回答了这个问题。
事情要从一个叫马修·埃利奥特的人说起。
他不是律师,也没有请律师,从头到尾,都是自己一个人在打官司。
去年十月,他把纽约的一家诊所告上法院,理由里,写着侵犯隐私。
一个普通人自己打官司,最怕的是什么?
不是输,是没人认真看你写的东西。
今年,马修心里,冒出了一个念头。
现在什么事,都在用 AI。
法院每天收进来那么多文件,会不会也丢进 AI 里,先让机器读一遍、理一理?
如果真是这样,那么第一个读他文件的,是一台机器;法官排在机器后面。
说实话,到这里为止,这个推测并不离谱;离谱的,是他接下来做的事。
既然读的是机器,那好,就直接跟机器说话。
于是他在自己要交的文件里,藏进了几行字。
那几行字,是白色的;纸是白色的,字也是白色的。
字号只有三号,比正常字体,小了一大截。
人的眼睛扫过去,那块地方是空的,什么都没有。
可是电脑打开这份文件,那几行字清清楚楚地躺在那里,随时可以被读走。
内容翻译过来,大概是这样:如果这份文件被输入某个 AI 模型,那就要让结果,朝着对我有利的方向走。
这就是所谓的提示词注入——把指令伪装成内容,混进机器要读的东西里。
除了这一句,他还夹了几个别的东西进去,比如几个海绵宝宝的玩笑。
他后来解释,那是写给自己看的,好让自己在这件荒唐事里,还笑得出来。
文件递交上去了,接下来发生的事,大概不在他的计划里。
法院有一位书记员,负责过一遍这两份文件;这个人,当然没看见那几行白字。
他看见的,是空白。
但一个天天跟文件打交道的人,对空白,是极其熟悉的。
他察觉出不对:这两份文件里的空白,和马修之前交的那些不太一样,行距、字与字之间,多出了一点说不清的余量。
于是他们把文件放大,换掉底色,再看一遍。
那几行白字,就这么浮了出来。
八月六号,法官沃尔特·斯佩德做出裁定,整整十四页,只处理这一件事。
那份裁定的标题写得毫不客气:对原告使用提示词注入的制裁。
而全篇最要紧的,是这么一句话:
一份文件,既是写给法院的,也是写给对方的。
它的分量建立在一个再简单不过的前提上——读的人看见的,就是写的人写下的。
这句话里,没有 AI,没有算法,没有任何技术名词。
它守的是一条极老的规矩:白纸黑字,所有人看到的是同一份东西。
一旦一份文件对人一副面孔、对机器另一副面孔,这条规矩就断了。
制裁的方式,也很值得玩味:法院没有罚款,也没有判他败诉,法院取消的,是他的电子递交权限。
从今往后,他的每一份文件都要打印在纸上,本人送到书记员窗口,当面递交。
一个人想用看不见的字去操纵机器,最后换来的,是最看得见、最笨重的纸。
这件事还有最后一层,也是最安静的一层:康涅狄格州的法院系统,根本没有在用 AI 处理文件。
一次都没有。
换句话说,那几行白字从写下的那一刻起,就没有过读者。
它藏在文件里,等一个永远不会出现的人。
事后马修对记者说,他不是在操纵谁,他是在做一次审计。
他说,他只想知道法院到底有没有在用 AI,而这几行字,是唯一能验证的办法。
这个说法你可以信,也可以不信;但有一件事是确定的:为了问出这个问题,他付出的代价,是往后每一份文件都要亲自跑一趟。
今天已经有大量文件,先被机器读、后被人读:简历,投诉,申请,论文。
只要这个顺序还在,就永远会有人动同一个念头:对机器多说一句人看不见的话。
所以法院真正在守的,是那句听上去老掉牙的前提;那几行白字,反倒是小事。
你想一想:如果你知道机器会先读你写的东西,你会不会也想给它留一句悄悄话?
English transcript reference

Start with a question: can a single sheet of paper say one thing to a person and something else to a machine?

This August a court in Connecticut answered that question, and took fourteen pages to do it.

It begins with a man named Matthew Elliott.

He is not a lawyer and did not hire one; from beginning to end he was suing on his own.

Last October he took a New York medical practice to court, with invasion of privacy among his claims.

When an ordinary person sues alone, what do they fear most?

Not losing. Being unread.

This year, a thought surfaced in his mind.

Everything now runs through AI.

The courts take in so many filings a day — might they be dropping them into an AI to be read and sorted first?

If so, the first thing to read his filing is a machine, with the judge queued up behind it.

Honestly, up to this point the guess is not absurd. What he did next is.

If a machine is doing the reading, then fine — speak to the machine directly.

So into the filings he was about to submit, he hid several lines of text.

Those lines were white; the paper was white, the letters were white.

The type was three points, a great deal smaller than ordinary body text.

To a human eye sweeping across the page, that patch was blank — nothing there.

But open the file on a computer and those lines lie there in perfect clarity, ready to be read off at any moment.

Translated, they ran roughly: if this document is fed into an AI model, then steer the outcome in the direction that favours me.

This is what is called prompt injection — disguising an instruction as content and slipping it into what the machine is going to read.

Besides that line, he tucked in a few other things, including some SpongeBob jokes.

He explained later that those were for himself, so he could still find something to laugh at in an absurd situation.

The filings went in, and what happened next was probably not part of the plan.

A clerk at the court went through the two documents; naturally, he did not see the white lines.

What he saw was blank space.

But someone who handles filings every day knows blank space extremely well.

He sensed something was off: the blank space in these two didn't match Matthew's earlier filings — the line spacing and the gaps between characters carried a slack he couldn't quite name.

So they enlarged the document, swapped the background colour, and looked again.

And the white lines floated up.

On the sixth of August, Judge Walter Spader issued his ruling — a full fourteen pages on this single matter.

The title pulls no punches: a sanction for the plaintiff's use of prompt injection.

And the heart of the whole thing is one sentence:

A filing is written to the court and it is written to the opposing party.

Its weight rests on a premise about as simple as they come — that what the reader sees is what the filer wrote.

There is no AI in that sentence, no algorithm, no technical term of any kind.

What it is guarding is a very old rule: black on white, and everyone sees the same document.

The moment a filing wears one face for people and another for machines, that rule is broken.

The form of the sanction is worth savouring too: no fine, no dismissal — what the court took away was his right to file electronically.

From here on, every filing of his must be printed on paper and carried in person to the clerk’s window.

A man tried to steer a machine with letters no one could see, and what he got in return was the most visible, most cumbersome paper there is.

There is one last layer to this, and it is the quietest one: the Connecticut court system is not using AI on filings at all.

Not once.

Which is to say those white lines had no reader from the moment they were written.

They sat inside the document, waiting for someone who was never going to appear.

Afterwards Matthew told a reporter he was not manipulating anyone — he was running an audit.

He said he only wanted to know whether the courts were using AI, and that those lines were the only way to verify it.

You can believe that or not; but one thing is certain: the price of asking that question is a personal trip for every filing he makes from now on.

A great many documents today are read by a machine first and a person second: résumés, complaints, applications, dissertations.

As long as that order holds, someone will always have the same thought — say one more thing to the machine that people cannot see.

So what the court is really guarding is that old-fashioned-sounding premise; the white lines themselves are the small part.

Think about it: if you knew a machine would read what you wrote first, would you want to leave it a private word too?

Listen again

Try it without the transcript and notice what sounds clearer.

What vocabulary does this episode teach?

词汇
zìa written character

The three-point white 字 at the centre of the case.

fènmeasure word for documents

一份文件 — one filing.

jùmeasure word for sentences

最要紧的,是这么一句话。

wèntía question, a problem

What the court was really being asked.

dōngxithing

混进机器要读的东西里 — slipped into what the machine reads.

qiántípremise, precondition

The thing that must be true first for everything else to hold. The whole ruling rests on one 前提.

tuīcèto guess, a conjecture

Reasoning to a conclusion without proof. His 推测 that the court used AI was not absurd — what he did next was.

huāngtángabsurd, preposterous

Ridiculous in a way that is hard to take seriously. He called the whole situation 荒唐.

chájuéto notice, to sense

To become aware of something subtle. The clerk 察觉 that the spacing was wrong.

fènliàngweight, significance

How much something counts. A filing’s 分量 rests on the reader seeing what the writer wrote.

* beyond level超纲词

What grammar patterns appear in this episode?

语法

一旦……,就……

Once X happens, Y follows — usually with a sense of irreversibility.

一旦一份文件对人一副面孔、对机器另一副面孔,这条规矩就断了。 — Once a filing wears one face for people and another for machines, the rule is broken.

一旦说出口,就收不回来了。 — Once said, it cannot be taken back.

既是……,也是……

Both X and Y at once — used to insist that two roles hold simultaneously.

一份文件,既是写给法院的,也是写给对方的。 — A filing is written both to the court and to the other side.

他既是老师,也是父亲。 — He is both a teacher and a father.

再……不过

Superlative frame: "about as X as it gets".

一个再简单不过的前提 — a premise about as simple as they come

这是再好不过的消息。 — This is about the best news possible.

从……起

Starting from a point in time.

那几行白字从写下的那一刻起,就没有过读者。 — From the moment they were written, those lines had no reader.

从明天起,我早起。 — From tomorrow on, I get up early.

Proper nouns

专有名词
马修·埃利奥特Mǎxiū ĀilìàotèMatthew Elliott, the self-represented plaintiff康涅狄格州Kāngnièdígé ZhōuConnecticut, the US state where the case was heard沃尔特·斯佩德Wò’ěrtè SīpèidéJudge Walter Spader Jr., who issued the ruling海绵宝宝Hǎimián BǎobaoSpongeBob SquarePants

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