go the distance
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idiom

go the distance

尽管有困难，仍能成功完成某事
Meaning
to finish something successfully despite difficulties
Example
Only the most determined athletes can **go the distance**.
只有最坚决的运动员才能走到最后。
idiom

bounce around

随意讨论或在想法之间游走
Meaning
to discuss or move between ideas casually
Example
Let’s **bounce around** concepts before we pick one.
让我们在挑选之前讨论概念。
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

step change

显著的改进或转变
Meaning
a significant improvement or shift
Example
This marks a **step change** in how we approach innovation.
这标志着我们在创新方式上的一个**重大转变**。
idiom

pull at heartstrings

在观众中引起强烈的情感，通常是同情或悲伤
Meaning
to evoke strong emotions, usually sympathy or sadness, in an audience
Example
The charity’s commercial really **pulls at the heartstrings**.
慈善机构的广告真的**触动了心弦**。
idiom

trust goes both ways

双方必须彼此信任
Meaning
both sides must trust each other
Example
**Trust goes both ways** in any relationship.
任何关系中信任必须是双向的。
idiom

get your money’s worth

从你支付的费用中获得价值或满足感
Meaning
to get value or satisfaction from what you paid for
Example
That smartphone is so durable—you really **got your money’s worth**.
这款智能手机非常耐用——你真的**得到了你花的钱的价值**。
idiom

cut corners

以最简单或最便宜的方式做某事
Meaning
to do something in the easiest or cheapest way
Example
They **cut corners** to finish the project faster.
他们为了更快完成项目而走捷径。
idiom

brand loyalty

消费者倾向于不断购买相同品牌的趋势
Meaning
the tendency of consumers to keep buying the same brand
Example
**Brand loyalty** often depends on consistent quality.
**品牌忠诚度**通常依赖于持续的质量。
idiom

Fit like a glove

完美契合。
Meaning
To fit perfectly.
Example
This dress **fits like a glove** on you!
这件裙子**就像手套一样合适**！
idiom

a bolt from the blue

突然和意想不到的事件或消息
Meaning
a sudden and unexpected event or news
Example
His resignation came **like a bolt from the blue**.
他的辞职就像晴天霹雳一样。
idiom

happy as a clam

非常满足和舒适
Meaning
very content and comfortable
Example
She looked **happy as a clam** on her vacation.
她在度假时看起来非常开心。
idiom

give over to

将时间或空间奉献给某事
Meaning
to devote time or space to something
Example
They **gave the evening over to** brainstorming.
他们 **将晚上时间用来** 进行头脑风暴。
idiom

have a one-track mind

一直只想一件事
Meaning
to think about only one thing all the time
Example
He **has a one-track mind** when it comes to his business.
当涉及到他的生意时，他**有单一思维**。
idiom

lock down

完全保护或限制对某物的访问
Meaning
to secure or restrict access to something completely
Example
After detecting the breach, the company **locked down** all servers.
在发现漏洞后，公司**锁定**了所有服务器。
idiom

safeguard your system

保护你的计算机系统或网络免受攻击
Meaning
to protect your computer system or network from attacks
Example
Make sure to **safeguard your system** with the latest antivirus software.
确保使用最新的防病毒软件来**保护你的系统**。
idiom

learn by heart

背诵
Meaning
to memorize something perfectly
Example
He **learned the poem by heart** for the recital.
他为朗诵背诵了诗歌。
idiom

Cross the Rubicon

做出不可逆转的决定或采取无法回头的一步。
Meaning
To make an irreversible decision or take a step from which there is no turning back.
Example
By quitting his job, he **crossed the Rubicon** and committed to his startup dream.
辞去工作后，他跨越了鲁比孔河，全心投入自己的创业梦想。
idiom

jump to conclusions

草率地下结论
Meaning
to make a decision without enough information
Example
Don’t **jump to conclusions** before hearing the whole story.
在听完整个故事之前，不要**草率地下结论**。
idiom

thinking outside the algorithm

在结构化系统或编程逻辑之外创造性地思考
Meaning
to think creatively beyond structured systems or programmed logic
Example
Our best innovation came when we started **thinking outside the algorithm**.
我们的最佳创新是在我们开始**跳出算法思维**时出现的。
idiom

talk someone into

说服某人去做某事
Meaning
to persuade someone to do something
Example
He **talked me into** joining the event.
他劝我参加那个活动。
idiom

to be on the up and up

诚实和值得信赖
Meaning
to be honest and trustworthy
Example
I trust her completely because I know she’s always **on the up and up**.
我完全信任她，因为我知道她总是**诚实和值得信赖**。
idiom

brave the storm

勇敢地面对巨大的困难
Meaning
to face great difficulties with courage
Example
They **braved the storm** to rescue the stranded people.
他们**勇敢地面对风暴**去营救被困的人。
idiom

go through the motions

做事没有热情
Meaning
to do something without enthusiasm
Example
He’s just **going through the motions** at work.
他在工作中只是走过场。
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

knock someone for six

极大地震惊或使某人烦恼
Meaning
to shock or upset someone greatly
Example
The sudden loss **knocked him for six**.
突如其来的损失 **让他震惊**。
idiom

in the dark web

在互联网上一个隐藏或秘密的部分，用于非法活动
Meaning
in a hidden or secret part of the internet used for illegal activities
Example
Stolen credentials often end up **in the dark web**.
被盗的凭证通常会出现在**黑暗网络中**。
idiom

ramp up

增加某事的强度或数量
Meaning
to increase the intensity or amount of something
Example
We need to **ramp up** production before the holidays.
我们需要在假期前提高生产。
idiom

a whole new ball game

一个全新或不同的情况；改变事情处理方式的东西。
Meaning
a completely new or different situation; something that changes the way things are done.
Example
Starting a business from scratch is **a whole new ball game**.
从头开始创业是**一个全新的挑战**。
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

same old story

令人厌烦的老一套
Meaning
something boringly repetitive
Example
It's the **same old story** every time we meet.
每次我们见面，都是老一套。
idiom

At the forefront

处于某个领域的领先或重要位置
Meaning
being in a leading or important position in a field
Example
The research center is **at the forefront** of renewable energy studies.
研究中心在可再生能源研究的**最前沿**。
idiom

Speaking personally

表达个人的观点或意见
Meaning
Expressing one’s personal view or opinion
Example
Speaking personally, I wouldn’t take that risk.
个人来说，我不会冒这个风险。
idiom

hit it out of the park

把事情做得非常好
Meaning
to do something extremely well
Example
Your presentation really **hit it out of the park**!
你的演讲真的非常出色！
idiom

wired for success

天生倾向于成功或被设计成成功
Meaning
naturally inclined or designed to succeed
Example
The new AI model seems **wired for success** in every test.
新AI模型似乎在每个测试中都为成功而设计。
idiom

put one on the map

让某人或某物变得出名或广为人知
Meaning
to make someone or something famous or well-known
Example
His groundbreaking research **put him on the map** in the scientific community.
他开创性的研究使他在科学界**出名**。
idiom

to lay down the law

主张权威并决定事情应该如何做
Meaning
to assert authority and dictate how things should be done
Example
The new judge quickly **laid down the law** in the courtroom.
新法官很快在法庭上**放下法律**。
idiom

can of worms

一个复杂的问题，一旦开始，可能会引发更多麻烦
Meaning
a complex problem that may cause more trouble once started
Example
AI bias is a **can of worms** that’s hard to fix.
AI偏见是一个**can of worms**，很难解决。
idiom

put something on the back burner

推迟处理某事直到以后
Meaning
to delay dealing with something until later
Example
The government decided to **put the issue on the back burner** for now.
政府决定**暂时将这个问题搁置**。
idiom

time flies

时间过得非常快
Meaning
time passes very quickly
Example
**Time flies** when you’re having fun.
当你玩得开心时，时间飞逝
idiom

black sheep

被认为是团体或家庭耻辱的人
Meaning
a person who is considered a disgrace to a group or family
Example
He is the **black sheep** of the family.
他是家里的**黑羊**。
idiom

penny for your thoughts

询问某人在想什么的一种方式。
Meaning
a way of asking what someone is thinking.
Example
You've been quiet for a while. A **penny for your thoughts**?
你已经安静了一会儿。**penny for your thoughts**?
idiom

have faith in yourself

相信自己的能力和决定
Meaning
to trust your own abilities and decisions
Example
**Have faith in yourself**, you can do this!
相信自己，你能做到！
idiom

Get the message

理解某人试图表达的意思。
Meaning
To understand what someone is trying to say.
Example
After his silence, she finally **got the message**.
在他的沉默之后，她终于**得到了信息**。
idiom

swing vote

一个尚未决定的选票，可能会朝任何方向发展
Meaning
a vote that is not yet decided and could go either way
Example
The **swing vote** will determine the outcome of the election.
摇摆票将决定选举的结果。
idiom

sort through

通过分开所需和不需要的物品进行组织
Meaning
to organize by separating what is needed from what is not
Example
Let’s **sort through** the survey responses this afternoon.
今天下午我们整理调查问卷的回复。
idiom

cross the ethical line

做某事，被认为在道德上是错误的
Meaning
to do something that is considered morally wrong in ethics
Example
Selling user data without permission **crosses the ethical line**.
未经许可出售用户数据 **越过了道德界限**。
idiom

boot up

启动计算机或系统
Meaning
to start a computer or system
Example
My laptop takes forever to **boot up**.
我的笔记本需要很长时间才能启动。
idiom

in my opinion

用来表达某人所想或所信的意思
Meaning
used to express what one thinks or believes
Example
**In my opinion**, this movie is too long.
在我看来，这部电影太长了。
idiom

get fired up

对某事变得非常兴奋或热情
Meaning
to become very excited or enthusiastic about something
Example
The team got **fired up** before the final match.
球队在决赛前变得非常**兴奋**。
idiom

alien concept

一些陌生或奇怪的东西
Meaning
something unfamiliar or strange
Example
Honesty seems like an **alien concept** to him.
诚实对他来说就像一个**外星概念**。
idiom

put heads together

一起合作解决问题
Meaning
to work together to solve a problem
Example
Let’s **put our heads together** and find a solution.
让我们**集思广益**，找到解决方案。
idiom

iron curtain

在意识形态或政治上分隔国家的障碍
Meaning
a barrier separating nations ideologically or politically
Example
During the Cold War, Europe was divided by the **iron curtain**.
在冷战期间，欧洲被**铁幕**分隔开。
idiom

a glimpse into the future

对未来可能是怎样的一个小小暗示
Meaning
a small indication of what the future might be like
Example
This technology gives us **a glimpse into the future**.
这项技术给我们一个未来的瞥见。
idiom

go public

首次向公众出售公司股份
Meaning
to sell shares of a company to the public for the first time
Example
The startup plans to **go public** next year.
该初创公司计划明年**上市**。
idiom

Run the risk

做某事可能会导致损失或危险。
Meaning
To do something that may result in loss or danger.
Example
You’ll **run the risk** of losing everything if you lie.
如果你撒谎，你将面临失去一切的风险。
idiom

Fall into the same trap

再次犯同样的错误，通常是因为没有从过去的经历中吸取教训
Meaning
to make the same mistake again, often due to not learning from previous experiences
Example
She **fell into the same trap** by trusting him again.
她**再次落入同样的陷阱**，再次信任他。
idiom

off the air

停止广播
Meaning
no longer being broadcasted
Example
The show went **off the air** after ten years.
该节目在十年后停止了广播。
idiom

reach out to

联系某人以提供或请求帮助
Meaning
to contact someone to offer or request help
Example
Feel free to **reach out to** me if you need support.
如果你需要支持，请随时**联系我**。
idiom

soft spot for someone

对某人有好感或善意
Meaning
to feel affection or kindness towards someone
Example
He has a **soft spot for** stray animals.
他对流浪动物有一份柔情。
idiom

good Samaritan

一个无私帮助他人的人
Meaning
a person who helps others selflessly
Example
A **good Samaritan** helped the old man cross the street.
一个**好撒马利亚人**帮助老人过马路。
idiom

start off on the right foot

以积极或良好的方式开始某事
Meaning
to begin something well or positively
Example
I want to **start off on the right foot** with my new job.
我希望在我的新工作中有一个好的开始。
idiom

painting the town red

以热闹奢华的方式外出娱乐
Meaning
to go out and enjoy oneself in a lively and extravagant way
Example
After the big win, we went out and started **painting the town red**.
在大胜之后，我们出去尽情地 **狂欢**。
idiom

the lights are on but nobody’s home

某人看起来活跃，但思维不清晰
Meaning
someone appears active but is not thinking clearly
Example
When the AI glitched, it was like **the lights were on but nobody’s home**.
当AI发生故障时，就像是**灯亮着，但家里没有人**。
idiom

driven by passion

因对某事的强烈热情或爱而受到激励
Meaning
to be motivated by strong enthusiasm or love for something
Example
He is **driven by passion** to help others succeed.
他受到热情驱动，帮助他人取得成功。
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

get under someone's skin

深深地烦扰或打扰某人
Meaning
to annoy or bother someone deeply
Example
She really knows how to **get under my skin**.
她真的知道如何**惹我生气**。
idiom

a penny for your thoughts

询问某人在想什么的一种方式
Meaning
a way of asking someone what they are thinking about
Example
You look lost in thought — **a penny for your thoughts**?
你看起来心事重重——在想什么？
idiom

Make a move

采取行动或开始做某事
Meaning
to take action or start doing something
Example
If you want success, it’s time to **make a move**.
如果你想要成功，现在是采取行动的时候了。
idiom

key in

使用键盘或数字键盘输入数据
Meaning
to enter data using a keyboard or keypad
Example
Please **key in** your code before the door locks.
请在门锁之前输入您的代码。
idiom

war of words

争论或口头冲突
Meaning
an argument or verbal conflict
Example
The two politicians engaged in a **war of words** on TV.
两位政治家在电视上展开了一场**唇枪舌战**。
idiom

write one’s own story

塑造自己的人生或命运
Meaning
to shape one’s own destiny or path in life
Example
She chose to **write her own story** instead of following tradition.
她选择了**写自己的故事**，而不是遵循传统。
idiom

fake it till you make it

在你真正自信之前，先表现得像一个自信的人。
Meaning
to act confidently until you actually feel confident
Example
**Fake it till you make it**—confidence will follow.
“假装自信，直到你真的自信”——自信会随之而来。
idiom

iron out the kinks

解决小问题或瑕疵
Meaning
to resolve small problems or imperfections
Example
We’ll **iron out the kinks** before launch day.
我们将在发布日前解决所有小问题。
idiom

fit as a fiddle

身体非常健康
Meaning
in very good health
Example
My grandfather is 80 but he’s **fit as a fiddle**.
我爷爷八十岁了，但他身体非常健康。
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

pushing the envelope

超越常规的限制或边界；创新
Meaning
to go beyond the usual limits or boundaries; to innovate
Example
The new startup is really **pushing the envelope** with its groundbreaking technology.
这个新创公司确实在通过其突破性技术**pushing the envelope**。
idiom

a daydreamer

一个花很多时间想着愉快事情而不是工作的人的人
Meaning
someone who spends a lot of time thinking about pleasant things rather than working
Example
She’s **a daydreamer** who often forgets what she’s doing.
她是一个**白日梦者**，经常忘记自己在做什么。
idiom

fill in on

向某人提供最新信息
Meaning
to provide someone with the latest information
Example
Could you **fill me in on** the policy updates?
你能告诉我政策的最新更新吗？
idiom

What’s done is done

对于过去的错误没有必要再担心了。
Meaning
There is no point in worrying about past mistakes.
Example
We can’t change the past, so **what’s done is done**.
我们不能改变过去，所以**做过的就是做过的**。
idiom

pair off

组成两人一组
Meaning
to form groups of two
Example
Students will **pair off** for the lab experiment.
学生将**配对**进行实验。
idiom

itchy feet

强烈的旅行或四处走动的欲望
Meaning
a strong desire to travel or move around
Example
After a few months at home, I started to get **itchy feet** again.
在家待了几个月后，我又开始感到 **想旅行** 了。
idiom

ease around

小心地移动以避免干扰
Meaning
to move carefully to avoid disturbance
Example
Please **ease around** the cords near the podium.
请在讲台附近 **易斯 阿朗德** 电缆。
idiom

get to the root of the problem

发现问题的根本原因
Meaning
to discover the main cause of a problem
Example
We need to **get to the root of the problem** before we can fix it.
我们需要在解决问题之前**找到问题的根本原因**。
idiom

out for blood

极其决心打败或惩罚某人
Meaning
to be extremely determined to defeat or punish someone
Example
After losing last time, the team is **out for blood** this season.
上次输了之后，队伍本赛季决心复仇。
idiom

play it by ear

根据情况发展决定或行动
Meaning
to decide or act as the situation develops
Example
We’ll **play it by ear** and see what happens.
我们将随情况而定，看看会发生什么。
idiom

a light bulb moment

突然的灵感或顿悟的时刻
Meaning
a moment of sudden inspiration or realization
Example
She had **a light bulb moment** during the meeting.
她在会议期间突然灵光一现。
idiom

Out of focus

不清楚或不专心
Meaning
Not clear or not paying attention
Example
He looked tired and completely **out of focus** during the meeting.
他在会议期间看起来很累，完全没有集中注意力。
idiom

breeze through

轻松地做某事，几乎不费力气
Meaning
to do something easily and with little effort
Example
She managed to **breeze through** the exam without any problems.
她轻松地通过了考试，没有遇到任何问题。
idiom

on trial

正在被测试或审判
Meaning
being tested or judged
Example
The company is **on trial** for violating privacy laws.
该公司因违反隐私法而正在**受审**。
idiom

the grass is always greener on the other side

其他情况总是看起来比你自己的好
Meaning
other situations always seem better than your own
Example
**The grass is always greener on the other side**, but be grateful.
**另一边的草总是更绿**, 但要心存感激。
idiom

The more you know, the less you know

你知道得越多，你就越意识到自己其实知道得很少。
Meaning
The more you learn, the more you realize how little you actually know.
Example
After years of study, he said, '**The more you know, the less you know**.'
多年的学习后，他说，'**你知道得越多，你就越知道得少**。'
idiom

join forces

为了共同的目标而联合起来
Meaning
to combine efforts with others for a common purpose
Example
Two companies **joined forces** to create a better product.
两家公司联合起来创造出更好的产品。
idiom

back off

离开或停止给某人压力
Meaning
to move away or stop pressuring someone
Example
Let’s **back off** and give them space to decide.
让我们**退一步**，给他们一些决定的空间。
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

Know the drill

熟悉某个例程或程序。
Meaning
To be familiar with a routine or procedure.
Example
Everyone here **knows the drill** during an emergency.
这里每个人都知道在紧急情况下该做什么。
idiom

a weak link

系统或小组中最不可靠或最不安全的部分
Meaning
the least reliable or secure part of a system or group
Example
One careless employee can be **a weak link** in the security chain.
一个不小心的员工可能是安全链中的**薄弱环节**。
idiom

hold yourself accountable

为你的行为承担个人责任
Meaning
to take personal responsibility for your actions
Example
You must always **hold yourself accountable** for your actions.
你必须总是**为自己的行为负责**。
idiom

a mind is a terrible thing to waste

不使用你的智力是一种浪费
Meaning
it is a waste not to use your mental abilities
Example
You should keep learning, **a mind is a terrible thing to waste**.
你应该继续学习，**思想是一种可怕的浪费**。
idiom

break a leg

祝愿某人在表演中好运
Meaning
to wish someone good luck in a performance
Example
Before the play started, everyone told her to **break a leg**.
在戏剧开始之前，每个人都告诉她要**祝她好运**。
idiom

talk up

热情地称赞或宣传某事
Meaning
to praise or promote something enthusiastically
Example
The host will **talk up** the new menu tonight.
主持人今晚会热情地宣传新菜单。
idiom

bravery in the face of danger

在面对危险时表现出勇气
Meaning
showing courage even when facing danger
Example
The firefighter showed **bravery in the face of danger**.
消防员在面对危险时表现出了勇气。
idiom

cross your heart and hope to die

真诚地发誓某事是真的
Meaning
to swear that something is true, often said with sincerity
Example
I **cross my heart and hope to die** that I will never lie to you.
我发誓并希望死去，我绝不会对你撒谎。
idiom

Economic engine

推动整体经济增长的行业。
Meaning
A sector that drives overall economic growth.
Example
Manufacturing remains the **economic engine** of the nation.
制造业仍然是国家的**经济引擎**。
idiom

starry-eyed

拥有天真或不切实际的梦想或希望
Meaning
having naive or unrealistic dreams or hopes
Example
He was **starry-eyed** about becoming a famous singer.
他对成为一位著名歌手感到**星光眼**。
idiom

out of balance

感觉精神或情感上不稳定
Meaning
to feel mentally or emotionally unstable
Example
Lack of rest can make you feel **out of balance**.
缺乏休息可能会让你感到失衡。
idiom

burning the candle at both ends

没有足够的休息，拼命工作
Meaning
working very hard without enough rest
Example
He is **burning the candle at both ends** with two jobs.
他正在做两个工作，拼命工作。
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

a friend in need is a friend indeed

真正的朋友是在困难时帮助你的人
Meaning
a true friend helps you in difficult times
Example
When I was sick, Jane took care of me—**a friend in need is a friend indeed**.
我生病时，简照顾了我——患难见真情。
idiom

bend over backwards

付出巨大努力帮助或取悦某人
Meaning
to make a great effort to help or please someone
Example
She **bent over backwards** to make the event successful.
她竭尽全力使活动成功。
idiom

Power behind the throne

对领导层有隐藏或间接影响的人或团体
Meaning
A person or group who has a hidden or indirect influence over the leadership
Example
The chief advisor is often considered the **power behind the throne**.
首席顾问通常被认为是**王位背后的权力**。
idiom

hold the vision

保持明确的方向感或目标
Meaning
to maintain a clear sense of direction or goal
Example
Leaders who **hold the vision** can guide their teams through difficult times.
那些**保持愿景**的领导者，能够带领他们的团队度过困难时期。
idiom

full of beans

非常有活力和精神
Meaning
very energetic and lively
Example
The kids are **full of beans** this morning.
孩子们今天早上精力充沛。
idiom

frame of mind

一个人的情绪或心理状态
Meaning
a person's mood or mental state
Example
He’s not in the right **frame of mind** to make decisions.
他现在不在做决定的正确心理状态下。
idiom

Pump money into

为了促进增长，投入大量资金。
Meaning
To invest large amounts of money to boost growth.
Example
The government plans to **pump money into** infrastructure projects.
政府计划将**泵钱到**基础设施项目中。
idiom

Wishful thinking

相信某事是因为你希望它是真的，而不是因为它现实。
Meaning
Believing something because you want it to be true, not because it is realistic.
Example
Believing you'll win the lottery is just **wishful thinking**.
相信你会中彩票只是wishful thinking。
idiom

It rings a bell

某事听起来很熟悉
Meaning
something sounds familiar
Example
That name **rings a bell**, but I can’t remember where I heard it.
那个名字听起来很熟悉，但我记不得我在哪里听到的。
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

build trust

在关系中建立或发展信任
Meaning
to create or develop trust in a relationship
Example
It takes time to **build trust** with new people.
与新的人建立信任需要时间。
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

make your own luck

通过努力为自己创造机会
Meaning
to create opportunities for yourself through effort
Example
Don’t wait for miracles — **make your own luck**.
不要等待奇迹 — **创造自己的运气**。