to be fair
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idiom

to be fair

公平地说；用于引入平衡或公正的意见
Meaning
used to introduce a balanced or just opinion
Example
**To be fair**, she did try her best.
**公平地说**，她尽了最大努力。
idiom

get back on track

在犯错或遇到挫折后重回正轨
Meaning
to return to the right path after a mistake or setback
Example
After a few mistakes, she managed to **get back on track**.
经过一些错误后，她重新回到了正轨。
idiom

follow through on

完成一项任务或承诺，如计划所示
Meaning
to complete a task or promise as planned
Example
She always **follows through on** what she says she will do.
她总是**履行**她说她会做的事。
idiom

go bankrupt

失去所有的金钱，并且无法偿还债务
Meaning
to lose all money and be unable to pay debts
Example
Many start-ups **go bankrupt** within their first year.
许多初创公司在第一年内**破产**。
idiom

Tech-savvy

拥有现代技术的良好知识。
Meaning
Having good knowledge of modern technology.
Example
Our **tech-savvy** team built the prototype in just a week.
我们的**技术精通**团队在仅一周内完成了原型。
idiom

Don't rush things

慢慢来，不要着急。
Meaning
Take your time and don't hurry.
Example
You don't need to finish everything today, **don't rush things**.
你今天不需要完成所有事情，**不要着急**。
idiom

Handed down

把某物传给或留给更年轻的人或来自前一代的人
Meaning
To give or leave something to someone younger or from a previous generation
Example
This antique watch was **handed down** to me from my grandfather.
这只古老的手表是我爷爷从他那里**handed down**给我的。
idiom

Throw money at the problem

试图通过花费大量金钱来解决问题，而不是找到真正的解决方案。
Meaning
To try to solve a problem by spending a lot of money instead of finding the real solution.
Example
You can’t just **throw money at the problem**; we need a proper plan.
你不能仅仅 **扔钱解决问题**；我们需要一个适当的计划。
idiom

kind words cost nothing

善良不需要花费努力或金钱
Meaning
being kind doesn’t take effort or money
Example
Remember, **kind words cost nothing**.
记住，善良的话不花任何代价。
idiom

hang back

留在后面或犹豫不决
Meaning
to remain behind or hesitate to act
Example
If you **hang back**, you might miss the opportunity.
如果你留在后面，你可能会错失机会。
idiom

put in the hours

花费很多时间工作
Meaning
to spend a lot of time working
Example
If you **put in the hours**, you’ll see progress soon.
如果你投入时间，你很快会看到进展。
idiom

troll someone

故意在网上激怒或惹恼某人
Meaning
to deliberately provoke or upset someone online
Example
Some users love to **troll** others just for fun.
有些用户只是为了好玩而喜欢**喷**别人。
idiom

put your foot in it

无意中说了令人尴尬或不合适的话
Meaning
to say something embarrassing or inappropriate by mistake
Example
I really **put my foot in it** when I asked about her ex-husband.
我在问她前夫的事时，真是说错话了。
idiom

Clean hands

无罪或没有负罪感。
Meaning
To be innocent or free from guilt.
Example
He claims to have **clean hands** in the scandal.
他声称在丑闻中有**clean hands**。
idiom

put words in someone’s mouth

将话塞进某人口中
Meaning
to say someone said something they did not
Example
Don’t **put words in my mouth**—I never said that!
别把话塞进我嘴里——我从来没说过那话！
idiom

check back

稍后回来获取更新
Meaning
to return at a later time for an update
Example
Please **check back** next week for the final list.
请在下周**回来**查看最终名单。
idiom

Light a fire under someone

激励某人采取行动或更加努力工作。
Meaning
To motivate someone to take action or work harder.
Example
The coach’s speech really **lit a fire under** the players.
教练的演讲确实激励了球员们。
idiom

a turning point

一个重要变化发生的时刻
Meaning
a moment when an important change happens
Example
Graduating from college was a **turning point** in his life.
从大学毕业是他人生中的一个**转折点**。
idiom

phishing expedition

通过欺骗获取敏感信息的企图
Meaning
an attempt to obtain sensitive information by deceit
Example
The suspicious email was part of a **phishing expedition**.
那封可疑的电子邮件是一场网络钓鱼活动的一部分。
idiom

bounce back

在挫折或失败后迅速恢复
Meaning
to recover quickly after a setback or failure
Example
She **bounced back** after losing the competition.
她在输掉比赛后迅速恢复了过来。
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

bad luck

不幸或运气差的情况
Meaning
unfortunate or unlucky situation
Example
It’s just **bad luck** that it rained on our picnic day.
只是**运气不好**，在我们的野餐日下雨了。
idiom

When there’s life, there’s hope

只要有生命，就有希望。
Meaning
As long as you are alive, there is a chance for improvement.
Example
Don’t give up—**when there’s life, there’s hope**.
不要放弃—只要有生命，就有希望。
idiom

my way or the highway

用于表示某人必须接受你的规则，否则就离开
Meaning
used to say that someone must accept your rules or leave
Example
The boss said it's **my way or the highway**.
老板说这是 **我的路或高速公路**。
idiom

show appreciation

表达感激或认可
Meaning
to express gratitude or recognition
Example
We should **show appreciation** for our teachers more often.
我们应该更经常**表示感谢**我们的老师。
idiom

take it to the bank

确信某事是真的或将会发生
Meaning
to be certain that something is true or will happen
Example
You can **take it to the bank** that he’ll deliver on his promise.
你可以**确定**他会履行他的承诺。
idiom

No comment

拒绝回答问题
Meaning
Refusing to answer a question
Example
The spokesperson simply said **no comment** to all questions.
发言人对所有问题都说了‘没有评论’。
idiom

a burning desire

强烈和深切的渴望去实现某事
Meaning
a strong and intense wish to achieve something
Example
She has **a burning desire** to become the best in her field.
她有 **强烈的渴望** 成为她领域的最佳。
idiom

wander off

漫无目的或方向地走
Meaning
to walk away without purpose or direction
Example
The child **wandered off** while we were shopping.
小孩在我们购物的时候**走开**了。
idiom

power play

一个为了获得或保持控制而采取的战略举措
Meaning
a strategic move to gain or maintain control
Example
The alliance between the two countries is seen as a **power play**.
两国之间的联盟被视为一种**power play**。
idiom

tears of joy

因幸福而哭泣
Meaning
crying because of happiness
Example
She shed **tears of joy** when her son returned home.
当她的儿子回家时，她流下了**快乐的眼泪**。
idiom

narrow down to

将选择范围缩小到更少的数量
Meaning
to reduce choices to a smaller number
Example
We’ve **narrowed it down to** three finalists.
我们已经把范围缩小到三位决赛选手。
idiom

sail through

轻松地成功完成某事
Meaning
to succeed at something easily
Example
With all that practice, you’ll **sail through** the interview.
通过所有这些练习，你会轻松通过面试。
idiom

A pack of lies

一整套虚假的陈述。
Meaning
A complete set of false statements.
Example
His excuse was nothing but **a pack of lies**.
他的借口不过是**一包谎言**。
idiom

climb the ladder

在职业中步步高升
Meaning
to move up in position or success, especially in a career
Example
He worked hard to **climb the ladder** in his company.
他努力工作以在公司中**步步高升**。
idiom

play to the gallery

试图获得大众的认同，而不是专家的认同
Meaning
to try to gain approval from the general public rather than experts
Example
The politician was clearly **playing to the gallery** with his speech.
政治家显然在用他的演讲**取悦观众**。
idiom

meet someone halfway

同意与某人妥协
Meaning
to agree to compromise with someone
Example
We finally **met each other halfway** and agreed on a solution.
我们最终在半路上见面并达成了解决方案。
idiom

sick and tired of

对某事感到非常厌烦或生气
Meaning
completely bored or annoyed by something
Example
I'm **sick and tired of** listening to his excuses.
我已经**厌倦**听他的借口了。
idiom

a clean bill of health

确认健康良好的报告
Meaning
a report confirming good health
Example
The doctor gave me **a clean bill of health** after the check-up.
医生在体检后给了我一份健康良好的报告。
idiom

double-cross someone

在假装支持某人后背叛某人
Meaning
to betray someone after pretending to support them
Example
He promised to help but **double-crossed** me in the end.
他答应帮忙，但最后背叛了我。
idiom

switch over

从一个系统或选项切换到另一个
Meaning
to change from one system or option to another
Example
The team will **switch over** to the new software tonight.
团队今晚将切换到新软件。
idiom

lose your mind

变得精神不稳定或极度心烦
Meaning
to become mentally unstable or extremely upset
Example
He nearly **lost his mind** after the breakup.
他在分手后几乎**疯了**。
idiom

bat around

随意讨论想法
Meaning
to discuss ideas casually
Example
We spent the afternoon **batting around** marketing themes.
我们花了一下午的时间讨论营销主题。
idiom

fine-tune

做出小的调整以提高性能
Meaning
to make small adjustments to improve performance
Example
The team **fine-tuned** the design before the final launch.
团队在最终发布前调整了设计。
idiom

moral compass

一个人判断对与错的能力
Meaning
a person’s ability to judge what is right and wrong
Example
Developers must keep their **moral compass** while designing AI tools.
开发人员在设计AI工具时，必须保持他们的**道德指南针**。
idiom

artificial brainpower

由AI系统提供的智能或决策
Meaning
intelligence or decision-making provided by AI systems
Example
The car relies on **artificial brainpower** to navigate through traffic.
这辆车依赖于**人工脑力**在交通中导航。
idiom

Get off the ground

成功开始；开始运作。
Meaning
To start successfully; to begin operating.
Example
Our startup finally **got off the ground** after months of planning.
经过几个月的计划，我们的创业公司终于**起步了**。
idiom

to come clean

承认事实，尤其是当它困难或令人尴尬时
Meaning
to admit the truth, especially when it is difficult or embarrassing
Example
He decided it was time to **come clean** about his mistake.
他决定是时候对自己的错误**坦白**了。
idiom

stoic calm

在困难或压力大的情况下保持冷静
Meaning
to remain calm in difficult or stressful situations
Example
Even during the crisis, she maintained **stoic calm**.
即使在危机时，她也保持了**stoic calm**。
idiom

put your shoulder to the wheel

开始努力工作于某事
Meaning
to start working hard on something
Example
Everyone needs to **put their shoulder to the wheel** to finish the project.
每个人都需要为完成项目而努力工作。
idiom

beyond your wildest dreams

比你想象的更好或更惊人
Meaning
better or more amazing than imagined
Example
Her success was **beyond her wildest dreams**.
她的成功超出了她最疯狂的梦想。
idiom

seat at the table

在重要决策中拥有影响力或参与
Meaning
to have influence or participation in important decision-making
Example
Developing nations are demanding a **seat at the table** in climate talks.
发展中国家要求在气候谈判中拥有一个**桌子上的座位**。
idiom

A clear conscience is a soft pillow

当你诚实时，你会平静地睡觉，没有愧疚感。
Meaning
When you live honestly, you sleep peacefully without guilt.
Example
After telling the truth, he had a peaceful night’s sleep because **a clear conscience is a soft pillow**.
告诉真相后，他度过了一个安静的夜晚，因为**清晰的良心是一个柔软的枕头**。
idiom

early bird

一个早起或早到的人
Meaning
a person who wakes up or arrives early
Example
She’s always the **early bird** at the office.
她总是在办公室是第一个到的。
idiom

take a hit

遭受财务损失
Meaning
to suffer a financial loss
Example
The company **took a hit** after the stock market crash.
公司在股市崩盘后**遭受了损失**。
idiom

buckle under pressure

因过度压力或压力而屈服或失败。
Meaning
to give in or fail due to too much stress or pressure
Example
Some employees **buckle under pressure**, while others thrive.
一些员工在压力下屈服，而其他员工则茁壮成长。
idiom

synergy

一个团队的合力大于个体努力之和
Meaning
the combined power of a group that is greater than the sum of individual efforts
Example
The **synergy** between the teams resulted in a groundbreaking product.
团队之间的**协同作用**带来了一个突破性的产品。
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

carry over

将某事物转移到稍后的时间或地点
Meaning
to transfer something to a later time or place
Example
We’ll **carry over** the unused vacation days to next year.
我们将把未使用的假期天数转移到明年。
idiom

to go down in history

因重要或重大事情而被铭记
Meaning
to be remembered for something important or significant
Example
He **went down in history** as one of the greatest inventors of all time.
他作为有史以来最伟大的发明家之一而载入史册。
idiom

to make matters worse

使糟糕的情况变得更加困难或令人不快
Meaning
to make a bad situation even more difficult or unpleasant
Example
I was already late, and **to make matters worse**, I couldn't find my keys.
我已经迟到了，更糟的是，我找不到我的钥匙。
idiom

a bookworm

一个喜欢读书的人
Meaning
a person who loves reading books
Example
She’s **a bookworm**; she spends hours in the library.
她是**书虫**; 她在图书馆呆了几个小时。
idiom

man’s best friend

一个常用来形容狗的短语，象征忠诚和友谊。
Meaning
a common phrase for a dog, symbolizing loyalty and friendship
Example
They say a dog is **man’s best friend**.
人们常说狗是人类最好的朋友。
idiom

hit the road running

迅速而充满活力地开始某事
Meaning
to start something quickly and energetically
Example
We **hit the road running** as soon as the bus arrived.
公交车一到，我们就充满活力地出发了。
idiom

learn from your mistakes

利用过去错误的经验来改善未来的行为
Meaning
to use the experience of past errors to improve future behavior
Example
Everyone makes errors, but wise people **learn from their mistakes**.
每个人都会犯错误，但聪明的人**从错误中学习**。
idiom

a flash in the pan

一开始看起来有希望但最终失败的东西
Meaning
something that seems promising at first but fails to deliver
Example
The peace talks were just **a flash in the pan**.
和平谈判只是**昙花一现**。
idiom

mark down

降低某物的价格
Meaning
to reduce the price of something
Example
The store **marked down** winter coats in March.
商店在三月**降价**了冬季大衣。
idiom

clean up one’s act

改善行为或表现；变得更加负责任
Meaning
to improve behavior or performance; to become more responsible
Example
The factory had to **clean up its act** to avoid heavy fines.
工厂必须**改善行为**以避免重罚。
idiom

to make a boo-boo

犯一个小的或有趣的错误
Meaning
to make a small or funny mistake
Example
Oops, I **made a boo-boo** and sent the wrong file!
哎呀，我犯了一个小错误并发送了错误的文件！
idiom

Keep going

尽管面临困难，仍然坚持下去。
Meaning
Continue with determination despite difficulties.
Example
You're doing great—just **keep going**!
你做得很好——继续加油！
idiom

hit below the belt

以不公平的方式行事或说一些伤人的话
Meaning
to act unfairly or say something hurtful
Example
That comment about her family was really **hitting below the belt**.
关于她家人的那句话真是太过分了。
idiom

filter through

在人们之间逐渐传播
Meaning
to spread gradually among people
Example
News of the promotion quickly **filtered through** the office.
晋升的消息迅速在办公室中传播开来。
idiom

Cook up a story

编造一个虚假的故事。
Meaning
To invent a false story.
Example
He **cooked up a story** to explain why he was late.
他编造了一个故事来解释他为什么迟到。
idiom

cut the cord

摆脱对某人或某事的依赖
Meaning
to become independent from someone or something
Example
It’s time for you to **cut the cord** and live on your own.
是时候你独立生活，不再依赖别人了。
idiom

on the warpath

非常生气并且可能争论或打架
Meaning
very angry and likely to argue or fight
Example
She was **on the warpath** after hearing the bad news.
她听到坏消息后非常生气。
idiom

a splash of color

为了效果而添加的小量明亮颜色
Meaning
a small amount of bright color added for effect
Example
Add **a splash of color** to make the room lively.
添加**一抹色彩**让房间更有生气。
idiom

big-hearted

非常友善和慷慨
Meaning
very kind and generous
Example
He is known as a **big-hearted** man.
他被认为是一个**心地善良**的人。
idiom

ride the wave

利用趋势或情况
Meaning
to take advantage of a trend or situation
Example
Many companies are trying to **ride the wave** of AI technology.
许多公司都在努力利用人工智能技术的趋势。
idiom

double back

转身并回到你来的路
Meaning
to turn around and go back the way you came
Example
We had to **double back** to grab the projector.
我们不得不返回去拿投影仪。
idiom

wash one’s hands of something

不再对某事负责
Meaning
to stop being responsible for something
Example
He **washed his hands of** the project after it failed.
在项目失败后，他洗手不干了。
idiom

a peace of mind

精神和情绪平静的状态
Meaning
a state of mental and emotional calmness
Example
After the long vacation, she finally got **a peace of mind**.
长假之后，她终于得到了内心的平静。
idiom

rising tide lifts all boats

经济增长惠及所有人；经济的普遍改善帮助所有参与者
Meaning
economic growth benefits everyone; a general improvement in the economy helps all participants
Example
The government's new policies are helping the economy, and as a result, **a rising tide lifts all boats**.
政府的新政策正在帮助经济，因此，**上涨的潮水提升所有船只**。
idiom

make up your mind

决定某事
Meaning
to decide something
Example
You need to **make up your mind** about which job to take.
你需要**决定**要选择哪个工作。
idiom

give in

停止抵抗或在最初拒绝后同意
Meaning
to stop resisting or to agree after initial refusal
Example
After a long debate, the committee finally **gave in**.
经过长时间的辩论，委员会最终屈服了。
idiom

head over heels

深深地爱上
Meaning
deeply in love
Example
He fell **head over heels** for her the moment they met.
他一见面就**深深地爱上**了她。
idiom

once in a while

有时候，但不是很频繁
Meaning
sometimes, but not very often
Example
I enjoy eating out **once in a while**, but I prefer home-cooked meals.
我喜欢偶尔出去吃饭，但我更喜欢家常菜。
idiom

tide over

帮助某人度过困难时期
Meaning
to help someone through a difficult period
Example
A short-term loan will **tide us over** until the invoices are paid.
短期贷款将帮助我们度过账单支付前的难关。
idiom

sink or swim

凭自己的努力成功或失败
Meaning
to succeed or fail by your own efforts
Example
When you start your own business, it’s **sink or swim**.
当你开始自己的生意时，要么成功要么失败。
idiom

ahead of the pack

比竞争对手更成功
Meaning
to be more successful than competitors
Example
Her innovative ideas always keep her **ahead of the pack**.
她的创新想法总是让她保持在竞争对手之前。
idiom

mind over matter

用意志力克服身体问题
Meaning
the use of willpower to overcome physical problems
Example
Running that marathon was pure **mind over matter**.
跑完那场马拉松完全是**意志战胜身体**。
idiom

pledge one's word

做出严肃或正式的承诺
Meaning
to make a serious or formal promise
Example
He **pledged his word** to support the cause.
他**承诺**支持这个事业。
idiom

hit the big time

获得巨大的名声或成功
Meaning
to achieve great fame or success
Example
The band **hit the big time** after their first album went viral.
乐队在他们的第一张专辑火了之后，获得了巨大的名声。
idiom

bootstrap a startup

在没有外部资金的情况下利用有限资源建立业务
Meaning
to build a business using limited resources without external funding
Example
Many successful founders **bootstrapped their startups** in the early days.
许多成功的创始人在早期就**自筹资金启动了他们的初创公司**。
idiom

to have a fever pitch

达到一种强烈的兴奋或情感的程度
Meaning
to reach an intense level of excitement or emotion
Example
The crowd’s excitement reached **fever pitch** during the final moments.
在最后时刻，观众的兴奋达到了发烧的程度。
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

addiction to something

强烈且有害的做某事或使用某物的需求
Meaning
a strong and harmful need to do or use something
Example
He is struggling with his **addiction to smoking**.
他在与他的**吸烟成瘾**作斗争。
idiom

in hot water

陷入麻烦或困难
Meaning
in trouble or difficulty
Example
He’s **in hot water** for missing the meeting.
他因错过会议而陷入麻烦。
idiom

key into

密切关注或理解某个重要的事情
Meaning
to pay close attention to or understand something important
Example
Leaders must **key into** what customers value most.
领导者必须了解客户最看重的东西。
idiom

sketchy details

不完整或不清楚的信息
Meaning
information that is incomplete or unclear
Example
The witness gave only **sketchy details** about the incident.
目击者仅提供了事件的模糊细节。
idiom

art for art’s sake

艺术应因其美而被重视，而非出于任何道德或政治目的
Meaning
art should be valued for its beauty and not for any moral or political purpose
Example
He believes in **art for art’s sake**, not propaganda.
他相信**为了艺术而艺术**，而不是宣传。
idiom

carry yourself with confidence

以自信和确定的方式行事
Meaning
to behave in a confident and assured way
Example
She always **carries herself with confidence** during meetings.
她在会议期间总是以自信的态度展示自己。
idiom

not born yesterday

不容易上当; 有经验且聪明
Meaning
not easily fooled; experienced and smart
Example
Don’t try to trick me — I was **not born yesterday**.
别想骗我——我**不是昨天出生的**。
idiom

go up in smoke

完全失败; 什么都没得到
Meaning
to fail completely; to come to nothing
Example
All his dreams **went up in smoke** after the deal collapsed.
在交易失败后，他所有的梦想**化为乌有**。
idiom

give someone a leg up

帮助某人改善他们的处境或获得优势
Meaning
to help someone improve their situation or get an advantage
Example
Her mentor **gave her a leg up** in her career.
她的导师在她的职业生涯中**给了她一个提升**。
idiom

well-oiled machine

顺畅高效运作的事物
Meaning
something that operates smoothly and efficiently
Example
Our engineering team runs like a **well-oiled machine**.
我们的工程团队像一台良好润滑的机器一样运行。
idiom

alien invasion

某物的突然到来或压倒性的存在感
Meaning
a sudden arrival or overwhelming presence of something unfamiliar
Example
The mall felt like an **alien invasion** during the sale.
商场在促销期间感觉就像是**外星人入侵**。
idiom

black and white

明确界定；没有混淆或模糊
Meaning
clearly defined; without confusion or ambiguity
Example
The contract terms are **black and white**.
合同条款非常清晰。
idiom

to my mind

依我个人意见或信念
Meaning
in my personal opinion or belief
Example
**To my mind**, this plan will work perfectly.
**依我看**，这个计划将完美执行。
idiom

keep the peace

维持秩序并避免冲突
Meaning
to maintain order and avoid conflict
Example
The police were called to **keep the peace** during the protest.
警方被叫来在抗议期间维持和平。
idiom

fall flat on one’s face

完全失败或让自己出丑
Meaning
to fail completely or embarrass oneself
Example
He **fell flat on his face** trying to start a new business.
他在尝试创业时**彻底失败，颜面尽失**。
idiom

on solid ground

处于安全或稳定的状况
Meaning
in a safe or stable situation
Example
After months of hard work, the company is now **on solid ground**.
经过几个月的辛勤工作，公司现在处于稳定的状况。
idiom

Born and bred

在特定地方度过一生并受其文化影响
Meaning
Having lived all one’s life in a particular place and influenced by its culture
Example
She’s a Dhaka **born and bred** woman.
她是一个在达卡出生并长大的女人。
idiom

cross your mind

短暂地想到某事
Meaning
to think of something briefly
Example
It never **crossed my mind** that he could lie.
我从没想到他会撒谎。
idiom

take pride in yourself

为自己是谁或做什么而感到自豪
Meaning
to feel proud of who you are or what you do
Example
Always **take pride in yourself** and your achievements.
始终要**为自己和自己的成就感到自豪。**
idiom

long story short

简要总结某事
Meaning
to summarize something briefly
Example
**Long story short**, we missed the train.
简而言之，我们错过了火车。
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

Left no stone unturned

尽可能尝试每一种方式来达成某事。
Meaning
To try every possible way to achieve something.
Example
The detective **left no stone unturned** to find the truth.
侦探为了解开真相，尽全力去找。
idiom

train a model

使用数据训练一个人工智能模型，以进行预测或做出决策
Meaning
to teach an AI model using data to make predictions or decisions
Example
We need to **train a model** on the new dataset before running predictions.
我们需要在新数据集上**训练一个模型**，然后再进行预测。
idiom

save time

减少做某事所需的时间
Meaning
to reduce the time needed for something
Example
Using shortcuts can **save time** when typing.
使用快捷键可以在打字时节省时间。
idiom

smoke-filled room

一个权势人物秘密做决定的地方
Meaning
a place where powerful people make decisions secretly
Example
The new policy was decided in a **smoke-filled room** by senior officials.
新政策是在**烟雾弥漫的房间**中由高级官员决定的。
idiom

fake news

作为新闻呈现的虚假或误导信息
Meaning
false or misleading information presented as news
Example
Be careful not to believe in **fake news** spread on social media.
小心不要相信社交媒体上传播的**假新闻**。