a blank page
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idiom

a blank page

一个新的开始; 一个重新开始的机会
Meaning
a new beginning; an opportunity to start fresh
Example
After graduation, she saw her life as **a blank page** waiting to be written.
毕业后，她把自己的生活看作**空白页面**，等待着被书写。
idiom

hit the nail on the head

在某件事上完全正确
Meaning
to be exactly right about something
Example
You **hit the nail on the head** with that analysis.
你在这个分析上完全正确。
idiom

lock it down

完全确保某事
Meaning
to secure something completely
Example
Before launching the website, make sure to **lock it down**.
在启动网站之前，请确保**锁定它**。
idiom

ethical AI

以道德和伦理的方式开发和使用的人工智能。
Meaning
artificial intelligence that is developed and used in ways that are morally and ethically sound.
Example
The company prides itself on creating **ethical AI** systems that respect user privacy.
公司为创建尊重用户隐私的**伦理AI**系统而自豪。
idiom

olive branch

和平或和解的姿态
Meaning
a gesture of peace or reconciliation
Example
The president extended an **olive branch** by inviting his rival to the summit.
总统通过邀请他的对手参加峰会来伸出**橄榄枝**。
idiom

still waters run deep

安静或平静的人往往有深刻的想法或情感
Meaning
quiet or calm people often have deep thoughts or emotions
Example
He may seem quiet, but remember, **still waters run deep**.
他可能看起来很安静，但要记住，**静水流深**。
idiom

burn the candle at both ends

工作过度而没有足够的休息
Meaning
to work too hard without enough rest
Example
If you **burn the candle at both ends**, you’ll get exhausted soon.
如果你**两头烧蜡烛**，你很快会感到精疲力尽。
idiom

social media influencer

一个通过社交媒体平台有能力影响他人的人
Meaning
a person who has the power to influence others through social media platforms
Example
She became a **social media influencer** after her makeup tutorials went viral.
她成为了一个**社交媒体影响者**，在她的化妆教程变得病毒式传播之后。
idiom

machine learning fairness

确保机器学习模型做出公正、公平决策的概念。
Meaning
the concept of ensuring that machine learning models make unbiased, equitable decisions.
Example
The research team focused on improving **machine learning fairness** to eliminate discrimination.
研究小组专注于改进**机器学习公平性**以消除歧视。
idiom

fail forward

从失败中学习和成长
Meaning
to learn and grow from failure
Example
Don’t be afraid to **fail forward** and learn from your mistakes.
不要害怕**向前失败**，从错误中学习。
idiom

meet halfway

通过接受每个人想要的部分来达成妥协
Meaning
to compromise by agreeing to part of what each person wants
Example
We decided to **meet halfway** and agree on a fair price.
我们决定**妥协**并达成一个公平的价格。
idiom

the smoking gun

一项清晰证明有罪的证据
Meaning
a piece of evidence that clearly proves guilt
Example
The email was **the smoking gun** in the corruption case.
电子邮件是腐败案件中的**关键证据**。
idiom

read someone like a book

轻松理解某人的思想和意图
Meaning
to easily understand someone's thoughts and intentions
Example
She can **read him like a book** and always knows when he's lying.
她可以**像读书一样读懂他**，并且总是知道他什么时候在撒谎。
idiom

hack the system

进入系统或网络以获得未经授权的访问权限
Meaning
to break into a system or network to gain unauthorized access
Example
He was caught trying to **hack the system** for personal gain.
他在试图黑入系统以谋取个人利益时被抓住了。
idiom

have nerves of steel

在压力下非常勇敢和冷静
Meaning
to be very brave and calm under pressure
Example
A firefighter must **have nerves of steel** to face danger every day.
消防员必须有钢铁般的神经才能每天面对危险
idiom

follow suit

做与他人相同的事，尤其是在网上
Meaning
to do the same thing as someone else, especially online
Example
After one influencer started the trend, many others **followed suit**.
一个网红开始了这个趋势后，许多其他人也跟着做了。
idiom

laid-back

冷静、放松、不容易生气的
Meaning
calm, relaxed, and not easily upset
Example
He’s a very **laid-back** person who rarely gets angry.
他是一个很冷静的人，很少生气。
idiom

zoom in

专注于某事
Meaning
to focus closely on something
Example
Use the report to **zoom in** on customer trends.
使用报告来**专注于**客户趋势。
idiom

take a chill pill

冷静下来或放松；不要过度反应
Meaning
to calm down or relax; to not overreact
Example
Hey, **take a chill pill**! It’s not that serious.
嘿，**冷静点吧**！没那么严重。
idiom

Risk it for the biscuit

冒险去获得有价值的东西。
Meaning
To take a risk to achieve something worthwhile.
Example
He knew it was risky, but he decided to **risk it for the biscuit**.
他知道这很冒险，但他决定**为饼干冒险**。
idiom

get to the point

专注于对话或问题的重要部分
Meaning
to focus on the important part of a conversation or issue
Example
We don’t have much time, so let’s **get to the point**.
我们时间不多，所以让我们直接进入正题。
idiom

hair stands on end

感到极度的恐惧或害怕
Meaning
to feel intense fear or horror
Example
The ghost story made my **hair stand on end**.
那个鬼故事让我毛骨悚然。
idiom

lead from the front

以身作则，采取主动
Meaning
to lead by example, taking the initiative
Example
A good leader knows how to **lead from the front** and inspire others to follow.
一个好的领导者知道如何 **lead from the front** 并激励他人跟随。
idiom

a change of heart

某人的意见或情感的变化
Meaning
a change in one’s opinion or feelings
Example
She had **a change of heart** and decided to stay.
她有了**改变主意**，决定留下来。
idiom

Go out on a limb

通过支持某事或某人来冒险
Meaning
to take a risk by supporting something or someone
Example
He **went out on a limb** by recommending her for the job.
他**冒险推荐她**担任这个工作。
idiom

A Trojan horse

旨在从内部秘密破坏或造成伤害的东西。
Meaning
Something intended to secretly undermine or bring harm from within.
Example
The malware acted as **a Trojan horse**, allowing hackers access to private data.
该恶意软件充当了特洛伊木马，使黑客能够访问私人数据。
idiom

Out of the frying pan and into the fire

从糟糕的情况进入更糟的境地。
Meaning
Going from a bad situation to an even worse one.
Example
Quitting that job put him **out of the frying pan and into the fire**.
辞掉那份工作让他从煎锅跳进了火坑。
idiom

out with the old, in with the new

用新的东西或想法代替旧的东西
Meaning
to replace old things or ideas with new ones
Example
It's time for **out with the old, in with the new**.
是时候 **告别旧的，迎接新的**。
idiom

white as snow

纯洁和无辜。
Meaning
Pure and innocent.
Example
Her intentions were **white as snow**.
她的意图是**如雪般纯洁**的。
idiom

hit the town

与朋友一起出去玩
Meaning
to go out and enjoy with friends
Example
Let’s **hit the town** tonight and celebrate!
今晚我们去外面玩，庆祝一下！
idiom

in the hot seat

处于困难或不舒服的位置，通常受到公众审视
Meaning
to be in a difficult or uncomfortable position, often with public scrutiny
Example
After the controversy, the mayor was **in the hot seat** for several days.
争议之后，市长几天都处于**炙手可热的位置**。
idiom

architectural eye candy

某些在视觉上吸引人但可能缺乏实质或功能的东西
Meaning
something that is visually appealing but may lack substance or functionality
Example
The new skyscraper in the city is just **architectural eye candy**.
这座城市的新摩天大楼只是**建筑眼睛糖果**。
idiom

brighten up

变得更快乐或更开心
Meaning
to become happier or more cheerful
Example
Her face **brightened up** when she saw her friends.
当她看到她的朋友们时，她的脸**亮了起来**。
idiom

Take it easy

放松，不要太担心。
Meaning
To relax and not worry too much.
Example
**Take it easy**, everything will be fine.
放松，一切都会好起来的。
idiom

Ahead of one’s time

拥有过于先进的想法或态度，超越了当下的时代。
Meaning
Having ideas or attitudes that are too advanced for the present.
Example
Her designs were ahead of her time.
她的设计超越了她的时代。
idiom

Face the truth

接受一个情况的现实，即使它是不愉快的。
Meaning
To accept the reality of a situation, even if it’s unpleasant.
Example
You have to **face the truth** about your finances.
你必须面对你财务的现实。
idiom

sorry sight

看起来可怜或令人遗憾的东西或人
Meaning
something or someone that looks pitiful or regrettable
Example
After the storm, the park was a **sorry sight**.
暴风雨过后，公园的景象令人心酸。
idiom

go for broke

冒一切风险去取得成功
Meaning
to risk everything to achieve success
Example
They decided to **go for broke** and launch their new product.
他们决定冒一切风险推出他们的新产品。
idiom

put your heart and soul into something

全力以赴地做某事
Meaning
to do something with great effort and passion
Example
She **put her heart and soul into** her new business.
她全身心投入到她的新事业中。
idiom

hit the brakes

减速或停止某事
Meaning
to slow down or stop something
Example
The company had to **hit the brakes** on its expansion plans.
公司不得不暂停其扩张计划。
idiom

outside the box

以不寻常或非常规的方式思考或行动
Meaning
thinking or acting in an unusual or unconventional way
Example
To solve this problem, we need to think **outside the box**.
为了解决这个问题，我们需要**跳出框框**思考。
idiom

home sweet home

用来表达回家时的幸福感
Meaning
used to express happiness upon returning home
Example
After a long trip, it feels so good to be **home sweet home**.
长时间的旅行后，回到家的感觉真好。
idiom

come clean

告诉隐藏的事情的真相
Meaning
to tell the truth about something you have been hiding
Example
He finally **came clean** about what happened.
他终于坦白了发生了什么。
idiom

have a heart

表现同情或善良
Meaning
to show compassion or kindness
Example
**Have a heart**, he didn’t mean to hurt you.
有点同情吧，他并不想伤害你。
idiom

a fork in the road

一个必须做出决定的时刻；在两个或更多选项之间做选择
Meaning
a point where a decision must be made; a choice between two or more options
Example
When you come to **a fork in the road**, you have to choose which way to go.
当你来到**十字路口**时，你必须选择哪条路走。
idiom

Supply and demand

某物的可用量和人们想要它的程度之间的关系。
Meaning
The relationship between how much of something is available and how much people want it.
Example
The price of oil depends largely on **supply and demand**.
石油的价格在很大程度上取决于**供求关系**。
idiom

Go bust

破产或退出业务
Meaning
To go bankrupt or out of business.
Example
Many small banks **went bust** during the financial crisis.
在金融危机期间，许多小银行**破产**了。
idiom

give someone the benefit of the doubt

即使不确定某人是否诚实，也选择信任他
Meaning
to trust someone even when you are not sure they are honest
Example
I will **give him the benefit of the doubt** this time.
这次我会给他疑点利益。
idiom

get a clean bill of health

由医生声明完全健康
Meaning
to be declared completely healthy by a doctor
Example
After his check-up, he **got a clean bill of health**.
检查后，他**获得了健康证明**。
idiom

cliffhanger

一个让观众悬念重重的结局
Meaning
an ending that leaves the audience in suspense
Example
The episode ended on a **cliffhanger**, so we can’t wait for the next one.
这一集以**悬崖式结局**结束，我们迫不及待地等待下一集。
idiom

change your tune

改变你的意见或态度
Meaning
to change your opinion or attitude
Example
He criticized the plan at first but later **changed his tune**.
一开始他批评了这个计划，但后来他改变了看法。
idiom

stay strong

尽管困难，仍保持勇敢和自信
Meaning
to remain courageous and confident despite difficulties
Example
Whatever happens, **stay strong** and keep moving forward.
无论发生什么，**保持坚强**，继续前进。
idiom

brush up on

提高某人的技能或知识
Meaning
to improve one’s skill or knowledge
Example
She decided to **brush up on** her painting techniques.
她决定提高她的绘画技巧。
idiom

have a good character

诚实、有道德且受人尊敬
Meaning
to be honest, moral, and respectable
Example
He has always **had a good character**, and that’s why people trust him.
他一直**拥有良好的品格**，因此人们信任他。
idiom

the algorithm knows best

这表明人工智能或机器学习模型通常是做出决策或预测的最可靠或高效的方式
Meaning
suggesting that AI or machine learning models are often the most reliable or efficient way to make decisions or predictions
Example
In most cases, **the algorithm knows best** when it comes to sorting large volumes of data.
在大多数情况下，**算法最了解情况**，当涉及到对大量数据进行排序时
idiom

know the ropes

对某事非常熟悉；对某事有透彻理解
Meaning
to be very familiar with something; to have a thorough understanding of something
Example
He really **knows the ropes** in this field of work.
他在这个工作领域真的**非常熟悉**
idiom

old flame

曾经有过浪漫关系的人
Meaning
a person one had a romantic relationship with in the past
Example
He met his **old flame** at the reunion.
他在聚会上遇见了他的**老情人**。
idiom

to hit the jackpot

取得巨大成功或赚很多钱
Meaning
to achieve great success or gain a lot of money
Example
After years of hard work, she finally **hit the jackpot** with her startup.
经过多年的努力工作，她最终通过她的创业公司中了大奖。
idiom

work around

找到避免问题的实际解决方案
Meaning
to find a practical solution that avoids a problem
Example
We can **work around** the delay by using a backup supplier.
我们可以通过使用备用供应商来绕过延迟。
idiom

Pay the piper

为自己的行为或决定承担后果。
Meaning
To face the consequences of one’s actions or decisions.
Example
After years of overspending, the country had to **pay the piper**.
经过多年的过度开支，这个国家不得不承担后果。
idiom

have a bone to pick

与某人有抱怨或分歧
Meaning
to have a complaint or disagreement with someone
Example
I **have a bone to pick** with you about yesterday’s meeting.
我有关于昨天会议的抱怨要和你讲。
idiom

truth will out

真相最终会被揭露
Meaning
the truth will eventually be revealed
Example
You can’t hide it forever; **truth will out**.
你不能永远隐藏它；真相终将被揭露。
idiom

old friends are gold

老朋友是宝贵和珍贵的
Meaning
old friends are precious and valuable
Example
I always say, **old friends are gold**.
我总是说，**老朋友是黄金**。
idiom

chill out

放松并停止生气或紧张
Meaning
to relax and stop being angry or nervous
Example
You need to **chill out** and enjoy the weekend.
你需要放松并享受周末。
idiom

in full color

以极大的细节和生动性
Meaning
in great detail and vividness
Example
The documentary showed the event **in full color**.
纪录片展示了事件 **以极大的细节和生动性**。
idiom

against the odds

尽管有许多困难或挑战仍然成功
Meaning
to succeed despite many difficulties or challenges
Example
They won the game **against all odds**, proving their hard work paid off.
他们**克服一切困难**赢得了比赛，证明了他们的努力得到了回报。
idiom

success is within reach

成功几乎触手可得
Meaning
success is almost attainable
Example
With just a little more effort, **success is within reach**.
再努力一点，成功几乎触手可得。
idiom

bury the differences

忘记争执，重新成为朋友
Meaning
to forget disagreements and be friendly again
Example
They decided to **bury their differences** and work together.
他们决定**埋葬他们的分歧**，一起工作。
idiom

dance to one's own tune

独立行事；不受他人影响
Meaning
to behave independently; not influenced by others
Example
He always **dances to his own tune** and never follows the crowd.
他总是按照自己的节奏行事，从不随波逐流。
idiom

burst of inspiration

突如其来的创造力或动力的感觉
Meaning
a sudden feeling of creativity or motivation
Example
He wrote the poem in a **burst of inspiration**.
他在一阵**灵感的冲动**中写了这首诗。
idiom

to take the law into one’s own hands

亲自惩罚某人而不是让当局处理
Meaning
to punish someone personally instead of letting the authorities handle it
Example
The villagers **took the law into their own hands** when the thief escaped.
当小偷逃跑时，村民们**自行伸张正义**。
idiom

gather up

把东西收集起来
Meaning
to collect things together
Example
Let’s **gather up** the supplies before the workshop.
我们在研讨会前把用品收集起来吧。
idiom

Things will get better

困难的情况会随着时间改善
Meaning
difficult situations will improve over time
Example
I know you're stressed, but remember, **things will get better**.
我知道你很有压力，但记住，**一切都会变得更好**。
idiom

machine learning to the rescue

使用机器学习算法来解决人类难以处理的复杂问题
Meaning
using machine learning algorithms to solve complex problems that humans can't easily handle
Example
When the data was too large for traditional methods, **machine learning to the rescue** helped us find patterns.
当数据对传统方法来说太大时，**machine learning to the rescue** 帮助我们找到模式。
idiom

corner office

公司中成功或高职位的象征
Meaning
a symbol of success or high position in a company
Example
Everyone dreams of getting the **corner office** one day.
每个人都梦想有一天能得到 **角落办公室**。
idiom

teach someone a lesson

让某人从他们的错误中学习
Meaning
to make someone learn from their mistake
Example
The teacher’s punishment really **taught him a lesson**.
老师的惩罚真的**给了他一个教训**。
idiom

give credit where it's due

承认某人的贡献或努力
Meaning
to acknowledge someone's contribution or effort
Example
Let's **give credit where it's due** and thank the team.
让我们**给予应得的荣誉**并感谢团队。
idiom

look forward to

对即将发生的事情感到兴奋
Meaning
to feel excited about something that is going to happen
Example
I **look forward to** meeting you soon.
我期待着尽快见到你。
idiom

come crashing down

突然失败或崩溃
Meaning
to suddenly fail or collapse
Example
Their plans **came crashing down** after the crisis.
他们的计划在危机后崩溃了。
idiom

state of the art

最现代化和先进的
Meaning
the most modern and advanced
Example
They built a **state-of-the-art** research facility.
他们建造了一个**最先进的**研究设施。
idiom

pay attention to

注意某事或认真倾听
Meaning
to listen carefully or give thought to something
Example
You should **pay attention to** the details of the project.
你应该**注意**项目的细节。
idiom

rant and rave

大声喊叫并抱怨
Meaning
to shout and complain loudly
Example
He was **ranting and raving** about the bad service.
他正在 **大声喊叫和抱怨** 糟糕的服务。
idiom

stage fright

在观众面前表演前的紧张感
Meaning
nervousness before performing in front of an audience
Example
Even experienced actors sometimes get **stage fright**.
即使有经验的演员有时也会紧张。
idiom

to sweep someone off their feet

让某人迅速爱上你
Meaning
to make someone fall in love with you quickly
Example
He **swept her off her feet** with his charm.
他凭借魅力让她对他神魂颠倒。
idiom

eat your heart out

默默地因嫉妒或渴望而受苦
Meaning
to suffer silently from jealousy or longing
Example
He’s been **eating his heart out** since his ex got engaged.
自从他的前任订婚后，他一直在**吃掉自己的心**。
idiom

par for the course

在特定情况下正常或预期的事情
Meaning
what is normal or expected in a given situation
Example
Delays are **par for the course** in big projects.
在大型项目中出现延误是正常的。
idiom

get a move on

赶快或更快地移动
Meaning
to hurry up or move faster
Example
**Get a move on**, or we’ll miss the train!
**快点!**, 否则我们会错过火车!
idiom

branch off

从主路线或发展线分开
Meaning
to separate from a main route or line of development
Example
The hiking path will **branch off** near the lake.
徒步小径将在湖边分支。
B1 idiom

all ears

非常专心地听
Meaning
Listening very attentively
Example
When the teacher started explaining the concept, the students were all ears.
当老师开始解释这个概念时，学生们都非常专心地听着。
idiom

get the picture

理解情况
Meaning
to understand the situation
Example
After a few minutes, I started to **get the picture**.
几分钟后，我开始理解情况。
idiom

burn your fingers

因不好的决定或错误而遭受痛苦
Meaning
to suffer because of a bad decision or mistake
Example
He **burned his fingers** by trusting the wrong person.
他因为信错了人，**烧了自己的手指**。
idiom

not my cup of tea

不是某人喜欢或享受的事情
Meaning
not something one likes or enjoys
Example
Watching cricket is **not my cup of tea**.
看板球不是我的兴趣。
idiom

take charge

掌控或承担某事的责任
Meaning
to take control or responsibility for something
Example
She decided to **take charge** of the project herself.
她决定亲自负责这个项目。
idiom

Break bread with someone

共享一餐; 通过食物建立联系
Meaning
To share a meal; to bond over food
Example
They decided to **break bread** to celebrate their new partnership.
他们决定一起**分享食物**以庆祝他们的新伙伴关系。
idiom

on your last legs

完全筋疲力尽或濒临崩溃
Meaning
completely exhausted or near collapse
Example
After working 18 hours straight, I was **on my last legs**.
连续工作了18小时后，我已经**精疲力尽**了。
idiom

take the law into one's own hands

自行执法；亲自伸张正义
Meaning
to seek justice personally rather than through legal authorities
Example
The villagers decided to **take the law into their own hands** and punished the thief.
村民们决定自行执法，惩罚了那个小偷。
idiom

wipe out

完全消除某事
Meaning
to eliminate something completely
Example
One bug can **wipe out** hours of unsaved work.
一个错误可以**消除**未保存的工作小时。
idiom

Unicorn company

一家估值超过十亿美元的初创公司。
Meaning
A startup valued at over one billion dollars.
Example
Becoming a **unicorn company** is every founder’s dream.
成为一家**独角兽公司**是每个创始人的梦想。
idiom

beyond one's control

超出某人控制
Meaning
not under one’s power or influence
Example
The situation is **beyond our control** now.
现在情况已经**超出了我们的控制**。
idiom

drum up

增加对某事的兴趣或支持
Meaning
to increase interest or support for something
Example
The volunteers are visiting schools to **drum up** excitement for the festival.
志愿者正在访问学校，以增加节日的兴奋。
idiom

digital twin

用于仿真和分析的物理对象或系统的虚拟表示
Meaning
a virtual representation of a physical object or system used for simulation and analysis
Example
Using **digital twin** technology, we can simulate the performance of machinery before production.
使用**数字孪生**技术，我们可以在生产前模拟机器的性能。
idiom

put down roots

定居并在某个地方变得稳定
Meaning
to settle and become established somewhere
Example
After moving to Canada, they finally **put down roots** there.
移居加拿大后，他们终于在那里**扎根**。
idiom

drive up

导致某物增加
Meaning
to cause something to increase
Example
Rising fuel costs **drive up** the price of groceries.
燃料成本的上涨推高了食品价格。
idiom

loose cannon

一个无法预测的可能引发问题的人
Meaning
an unpredictable person who may cause problems
Example
He’s a **loose cannon** who often says things without thinking.
他是一个**松散的大炮**，经常在没有思考的情况下说话。
idiom

face the consequences

接受你行为的结果，不论是好是坏
Meaning
to accept the results of your actions, whether good or bad
Example
You will have to **face the consequences** of your actions.
你将不得不面对你行为的后果。
idiom

out of bounds

不允许或超出可接受的限制
Meaning
not allowed or beyond acceptable limits
Example
His rude comment was **out of bounds**.
他的粗鲁评论超出了界限
idiom

keep on keeping on

尽管面临挑战，仍然继续做某事
Meaning
to continue doing something despite challenges
Example
It’s tough, but you have to **keep on keeping on**.
这很困难，但你必须**继续下去**。
idiom

better late than never

做某事迟做总比根本不做要好
Meaning
it’s better to do something late than not do it at all
Example
**Better late than never** – he finally apologized.
**迟做总比不做强** – 他终于道歉了。
idiom

ring in the new year

庆祝新一年的开始
Meaning
to celebrate the start of a new year
Example
We gathered downtown to **ring in the new year** together.
我们在市中心聚集在一起迎接新的一年。
idiom

a ticking time bomb

一个随时可能变得危险的情况或人。
Meaning
A situation or person that could become dangerous at any moment.
Example
His anger issues make him **a ticking time bomb**.
他的愤怒问题让他成为一颗定时炸弹。
idiom

tough luck

对某人不幸的同情表达
Meaning
expression of sympathy for someone’s misfortune
Example
Didn’t get the job? **Tough luck**!
没得到工作？真倒霉！
idiom

engagement rate

衡量人们与在线内容互动的活跃程度
Meaning
a measure of how actively people interact with online content
Example
Our **engagement rate** doubled after using video posts.
使用视频帖子后，我们的互动率翻倍了。
idiom

put the pieces together

通过整合信息来理解或解决问题
Meaning
to understand or solve something by combining information
Example
After examining the data, the engineer **put the pieces together**.
在分析数据后，工程师把所有信息联系起来。
idiom

join up with

加入一个团队或小组
Meaning
to become part of a group or team
Example
She’ll **join up with** the outreach crew tomorrow.
她明天将加入外展团队。
idiom

lean on

依赖某人提供支持
Meaning
to depend on someone for support
Example
You can always **lean on** me when things get tough.
当事情变得艰难时，你可以随时依赖我。
idiom

jump out of your chair

从震惊或惊讶中突然反应
Meaning
to react suddenly from shock or surprise
Example
He **jumped out of his chair** when he heard the news.
他**从椅子上跳了起来**当他听到那个消息。
idiom

a paradigm shift

方法或基本假设的根本变化
Meaning
a fundamental change in approach or underlying assumptions
Example
The invention of the internet marked a **paradigm shift** in communication and information sharing.
互联网的发明标志着通信和信息共享的**范式转变**。
idiom

In a new light

从不同的角度看待某事
Meaning
To see something from a different perspective
Example
After the discussion, I saw the issue **in a new light**.
讨论之后，我以**全新角度**看待了这个问题。
idiom

outsmart the algorithm

击败或欺骗使用人工智能或自动化的系统
Meaning
to beat or trick a system that uses AI or automation
Example
People try to **outsmart the algorithm** to boost their posts.
人们试图通过**欺骗算法**来增加他们的帖子曝光。
idiom

work like a dog

非常努力工作而不休息
Meaning
to work very hard without rest
Example
She **works like a dog** to provide for her kids.
她为了养活孩子像狗一样工作。
idiom

dot the i's and cross the t's

关注小细节或完美地完成事情
Meaning
to pay attention to small details or finalize things perfectly
Example
Before the presentation, we need to **dot the i's and cross the t's**.
在演讲之前，我们需要**dot the i's and cross the t's**。