The Social Dilemma · 2020 — 第 7 / 14 章 · 3'36" · C1

后台算法密谋拉回用户:a mind of its own

后台控制室里,几个声音在复盘一个不再互动的用户:常规推送全失效,有人提出 switch to(切换到)复活模式。中间插进来的一句 algorithms are opinions embedded in code(算法是写进代码里的观点)更值得记——聊推荐、聊平台时都能用。

发生了什么

后台的系统在复盘一个不再回应的用户:被标记的照片、邀请、时事、私信全试过,都不管用,于是有人提出 switch to(切换到)复活模式。中间插进来的一段解释是:algorithms are opinions embedded in code(算法是写进代码里的观点),推荐从来不是中立的;商业公司按自己对成功的定义来优化算法,而所谓成功通常就是利润。所以说 as humans, we've almost lost control over these systems(我们几乎失去了对这些系统的控制)。想聊推荐机制、想吐槽手机老推同一类内容,这几句都能直接用。

职场 · 开会汇报解释建议C1中速美音无脏话
IMDb ↗

这场戏看什么

  • 留意旁白与 Growth AI 报数的切换
  • 注意解释段里的定义句和目的句
  • 看数据如何变成针对个人的推送

留意这几个短语

switch toas far as the eye can seecommercial interestin order to

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  1. ❝ 独白算法失控讲解31 句专题跟读 ↗
点一句台词就从那里放

本章短语

a mind of its own

自行其是acting independently

讲解者说算法由人写出,却用 a mind of its own 说它像有了自己的主意;语气不是开玩笑,而是在解释系统为何难控。

My calendar seems to have a mind of its own this week.这周我的日程好像自己乱跑。

本章还有

  • switch to

    切换到

  • as far as the eye can see

    一眼望不到边

  • commercial interest

    商业利益

  • in order to

    为了

  • cross-reference

    交叉比对

本章全部批注

50 句台词里标了 29 处

短语 · B1switch to something

切换到

有人发现数据异常,直接说 switch to 复活模式,不再等常规推送慢慢起效;语气是当场拍板,不是商量,也没有解释余地。

No. Something's very wrong. Let's switch to resurrection mode.
发音switch to

switch 的尾 /tʃ/ 别拖长,to 弱化为轻 /tə/,两词常连成 /ˈswɪtʃtə/;舌尖离龈就接 to,to 不占独立重拍。

No. Something's very wrong. Let's switch to resurrection mode.
俚语 · C1resurrection mode

拉回流失用户模式——产品团队内部行话,指重新激活用户;外行场合别用

No. Something's very wrong. Let's switch to resurrection mode.
短语 · B2what people miss is that ...

人们忽略的是……

And what people miss is that AI already runs today's world right now.
短语 · B2run the world

主导当今世界 这里 run 指运转、主导,不是跑步

And what people miss is that AI already runs today's world right now.
语法 · B2what people miss is that

主语从句:what people miss 作主语,is that 后才是真正观点;先译‘人们忽略的是……’。

And what people miss is that AI already runs today's world right now.
发音is that

is 的 /z/ 轻擦,that 的 /ð/ 不必使劲,常弱化为 /ɪzðət/;重音压到后面的 AI,that 的元音收短。

And what people miss is that AI already runs today's world right now.
短语 · B2as far as the eye can see

一眼望不到边

讲解者描述服务器房间大得离谱,用 as far as the eye can see 把成排机器推到视野尽头;语气像带人参观,却让人感到算力压过来。

Tons and tons of computers, as far as the eye can see.
短语 · B1tons and tons of something

成堆成堆的

Tons and tons of computers, as far as the eye can see.
短语 · B1back and forth between ...

来回地

sending information back and forth between each other all the time.
短语 · B2be described as something

被描述为

some could be described as algorithms that are so complicated, you would call them intelligence.
短语 · B2be embedded in something

写进代码里

I like to say that algorithms are opinions embedded in code...
短语 · C1be optimized to + 目标

按…优化

Algorithms are optimized to some definition of success.
短语 · B1someone's definition of success

成功的定义

Algorithms are optimized to some definition of success.
短语 · B2a commercial enterprise

商业企业

So, if you can imagine, if a... if a commercial enterprise builds an algorithm to their definition of success,
短语 · B2machine learning

机器学习

That's where the term "machine learning" comes from.
短语 · B1in the right order

按正确顺序

And so, every day, it gets slightly better at picking the right posts in the right order so that you spend longer and longer in that product.
语法 · B1so that you spend longer and longer

目的状语从句:so that 引出结果/目的:排序越好,用户停留越久。

And so, every day, it gets slightly better at picking the right posts in the right order so that you spend longer and longer in that product.
短语 · B1in order to do something

为了

讲解者说没人真正明白机器在做什么,紧接着用 in order to 抛出它追求的目标;语气像补充关键条件,把因果说透。

And no one really understands what they're doing in order to achieve that goal.
短语 · B2have a mind of its own

自行其是

讲解者说算法由人写出,却用 a mind of its own 说它像有了自己的主意;语气不是开玩笑,而是在解释系统为何难控。

The algorithm has a mind of its own, so even though a person writes it,
语法 · B2even though a person writes it

让步状语从句:even though 引出让步:人写出算法,算法却仍可能脱离设计者控制。

The algorithm has a mind of its own, so even though a person writes it,
短语 · B2a handful of people

少数几个

There's only a handful of people at these companies, at Facebook and Twitter and other companies...
语法 · B2who understand how those systems work

定语从句:who 从句修饰 people;how those systems work 是 understand 的宾语。

There's only a few people who understand how those systems work, and even they don't necessarily fully understand what's gonna happen with a particular piece of content.
短语 · B2lose control over something

对…失去控制

So, as humans, we've almost lost control over these systems.
俚语 · C1psychometric doppelgangers

心理画像相似者——数据团队行话,指行为画像相近的人;日常别用

His psychometric doppelgangers.
短语 · C1long-term engagement

长期互动 这里 engagement 指用户互动与停留,不是订婚

My analysis shows that going political with Extreme Center content has a 62.3 percent chance of long-term engagement.
发音62.3 percent

数字和 percent 一口气说,重音压在 62.3

My analysis shows that going political with Extreme Center content has a 62.3 percent chance of long-term engagement.
俚语 · C1Extreme Center

极端中间派——政治/产品内部带讽刺的标签,正式场合慎用

My analysis shows that going political with Extreme Center content has a 62.3 percent chance of long-term engagement.
短语 · B1send someone a direct message

私信

Okay, okay, so we've tried notifying him about tagged photos, invitations, current events, even a direct message from Rebecca.

看懂「后台算法密谋拉回用户」

发音重点

  • switch to — switch 的尾 /tʃ/ 别拖长,to 弱化为轻 /tə/,两词常连成 /ˈswɪtʃtə/;舌尖离龈就接 to,to 不占独立重拍。
  • is that — is 的 /z/ 轻擦,that 的 /ð/ 不必使劲,常弱化为 /ɪzðət/;重音压到后面的 AI,that 的元音收短。
  • 62.3 percent — 数字和 percent 一口气说,重音压在 62.3
And what people miss is that AI already runs today's world right now.

人们忽略的是,AI 早已在运转今天的世界。 把AI威胁从终结者拉回此刻现实,一句话改写恐惧焦点。

I like to say that algorithms are opinions embedded in code...

我喜欢说,算法是写进代码里的观点。 把抽象算法变成有立场的判断,比喻短而扎人。

Algorithms are optimized to some definition of success.

算法会被优化,去贴合某种成功定义。 点明算法不是中立工具,而是被目标塑形。

So, as humans, we've almost lost control over these systems.

所以,作为人类,我们几乎已经失去了对这些系统的控制。 把前文的机制收束成一句警报,as humans 拉开尺度。

关于这一章的问题

algorithms are opinions embedded in code 是什么意思?

意思是算法里藏着人的观点:先定下什么算好结果,排序就带了立场,所以并不客观。

「一眼望不到边」英语怎么说?

as far as the eye can see。台词里形容成堆成堆的计算机多到看不到头,说人海、沙漠、货架也能用。

「切换到另一个模式」英语怎么说?

switch to another mode;台词里是 switch to resurrection mode(复活模式),switch to 就是「切换到」,换话题、换流程也能用。

a mind of its own 是夸机器聪明吗?

不是。它的意思是「自行其是」:机器被人搭好之后会自己改自己,人反而不清楚它在做什么。

cross-reference 在这里指什么?

交叉比对,把这名用户和同地区行为相似的人放在一起对照,看这群人现在流行什么。

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