最近,我在「TIME時代」雜志的專欄文章裡,向全球的讀者介紹了大陸「世界工廠」的+AI自動化升級。隨著勞動力成本的上漲,工業自動化、智慧化勢必是大陸製造業的一劑特效藥。自動化能讓運營成本下降,但仍能讓中國大陸保持生產品質、流程、供應鏈維度的優勢。AI賦能產業升級的願景或許還需多年才能實現,但當下的大陸已經讓未來可期。
以下是專欄文章全文,經TIME授權翻譯轉載:
「中國世界工廠 + AI 的未來」
多年來,中國大陸一直被喻為「世界工廠」,即便在全球其他經濟體紛紛遭遇新冠疫情重擊的2020年,大陸製造產業仍然維持穩健的增長范式,全年產值高達3.854萬億美元,占到全球市場近三分之一。
但如果你腦中的大陸工廠是傳統的「血汗工廠」,是時候修正你的刻板印象了。大陸經濟已經迅速地從疫情衝擊下復蘇,疫情同時催化了各種各樣人工智慧(AI)的應用場景加速實現。自2014年以來,中國大陸的AI專利申請量已經超越美國,至今維持全球領先。在學術領域,中國大陸的AI研究論文發表數量、AI期刊的引用量,也雙雙在近年超過了美國。在產業方面,AI應用在大陸的落地速度超越世界其他國家和地區,具有商業價值的AI應用如今開始百花齊放,整合了軟體、硬體和機器人技術的新一代自動化揭開序曲,AI賦能傳統行業的能量,正在蓄勢待發地重塑各行各業。
人類社會至今經歷了三次不同的工業革命:蒸汽革命、電力革命和資訊革命。我相信,AI將會是推動全球第四次工業革命的核心引擎,在世界各地點燃數位化和自動化的變革,而這波前所未有的硬科技浪潮,將由中國來引領實踐。
由於勞動人口減少和新增人口放緩,中國大陸的傳統產業正面臨著勞動力成本上升的巨大壓力,AI正是解決這個難題的技術解答。人工智慧不僅能夠降低運營成本,提高生產效率,擴大整體產能,還有望能帶來收入的增長。
例如,創新工場投資的廣州極飛科技是一家致力於未來農業的AI科技公司,極飛將無人機、機器人和感測器部署在稻田、麥田和棉花田裡,用技術賦能農業中的播種、農藥噴灑、栽種管理、甚至天氣監測環節。用於作物噴灑的極飛科技R150農業無人車已經被推廣到了英國,應用在蘋果、草莓、黑莓等多種經濟作物的種植流程中。
一些大陸的創新公司正積極把機器人拓展到意想不到的場景。總部位於北京的鎂伽是創新工場投資的生命科學智慧自動化公司,他們和實驗室、製藥公司、高校合作,憑藉AI+機器人技術的積累,用自動化解決方案執行實驗室中勞動密集、重複性高、但需要高度精確的任務和流程,同時機器人作業也將盡最大可能保護實驗室人員降低實驗過程中的感染風險。
除了創業公司,我們看到幾家成熟的龍頭企業也開始積極擁抱AI。創新工場參與了有28年歷史的中力電動叉車,這家頭部的鋰電叉車製造商已經推出了能夠在工廠、倉庫自主運行的無人叉車,並且無需對運行環境進行改造,能快速實現從手動到電動到自動駕駛的搬運賦能創新。此外,擁有50多年歷史的領先客車製造商-宇通集團,與自動駕駛獨角獸企業-文遠知行戰略合作,已在大陸三個城市的馬路上運行全無人駕駛小巴。
接著會發生什麼?我大膽預見,在更長遠的未來,機器人和AI將接管大多數產品的製造、設計、交付甚至營銷——很可能將生產成本降低到和原物料成本相差無幾。未來的機器人有能力自我複製和自我修復,甚至做到部分自我反覆運算設計。房屋和公寓將交由AI主導設計,使用預製建築模塊,交由機器人像搭積木似地築樓蓋房。無人公交、無人摩托等隨傳隨到的自動化未來交通系統,能將我們安全無虞地送達想去的地方。
這些願景成為現實或許還需要多年,但此時的大陸正在積極鋪墊引領新一代自動化革命的基石。可期的是,中國工廠的實力將不僅僅體現在產能上,而將逐步彰顯在智慧上。
本文經「TIME時代」授權進行中文編譯,原文如下:
China Is Still the World's Factory — And It's Designing the Future With AI
BY KAI-FU LEE
For many years now, China has been the world’s factory. Even in 2020, as other economies struggled with the effects of the pandemic, China’s manufacturing output was $3.854 trillion, up from the previous year, accounting for nearly a third of the global market.
But if you are still thinking of China’s factories as sweatshops, it’s probably time to change your perception. The Chinese economic recovery from its short-lived pandemic blip has been boosted by its world-beating adoption of artificial intelligence (AI). After overtaking the U.S. in 2014, China now has a significant lead over the rest of the world in AI patent applications. In academia, China recently surpassed the U.S. in the number of both AI research publications and journal citations. Commercial applications are flourishing: a new wave of automation and AI infusion is crashing across a swath of sectors, combining software, hardware and robotics.
As a society, we have experienced three distinct industrial revolutions: steam power, electricity and information technology. I believe AI is the engine fueling the fourth industrial revolution globally, digitizing and automating everywhere. China is at the forefront in manifesting this unprecedented change.
Chinese traditional industries are confronting rising labor costs thanks to a declining working population and slowing population growth. The answer is AI, which reduces operational costs, enhances efficiency and productivity, and generates revenue growth.
For example, Guangzhou-based agricultural-technology company XAG, a Sinovation Ventures portfolio company, is sending drones, robots and sensors to rice, wheat and cotton fields, automating seeding, pesticide spraying, crop development and weather monitoring. XAG’s R150 autonomous vehicle, which sprays crops, has recently been deployed in the U.K. to be used on apples, strawberries and blackberries.
Some companies are rolling out robots in new and unexpected sectors. MegaRobo, a Beijing-based life-science automation company also backed by Sinovation Ventures, designs AI and robots to safely perform repetitive and precise laboratory work in universities, pharmaceutical companies and more, reducing to zero the infection risk to lab workers.
It’s not just startups; established market leaders are also leaning into AI. EP Equipment, a manufacturer of lithium-powered warehouse forklifts founded in Hangzhou 28 years ago, has with Sinovation Ventures’ backing launched autonomous models that are able to maneuver themselves in factories and on warehouse floors. Additionally Yutong Group, a leading bus manufacturer with over 50 years’ history, already has a driverless Mini Robobus on the streets of three cities in partnership with autonomous vehicle unicorn WeRide.
Where is all this headed? I can foresee a time when robots and AI will take over the manufacturing, design, delivery and even marketing of most goods—potentially reducing costs to a small increment over the cost of materials. Robots will become self-replicating, self-repairing and even partially self-designing. Houses and apartment buildings will be designed by AI and use prefabricated modules that robots put together like toy blocks. And just-in-time autonomous public transportation, from robo-buses to robo-scooters, will take us anywhere we want to go.
It will be years before these visions of the future enter the mainstream. But China is laying the groundwork right now, setting itself up to be a leader not only in how much it manufactures, but also in how intelligently it does it.
Source:https://time.com/6084158/china-ai-factory-future/
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"因為我已捨棄掉過去的自我,隨著肩上的壓力逐漸增重"
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Porter Robinson & Totally Enormous Extinct Dinosaurs - Unfold 展露
完整版:
https://youtu.be/to9b6NOK2U4
歡迎訂閱追蹤:
https://www.youtube.com/c/RayShen0429
作詞/作曲:Porter Robinson, Totally Enormous Extinct Dinosaurs
Watching wild skies
看著那片荒野的天空
Wishing with closed eyes
閉著雙眼許願
Run for a lifetime
奔波著的一生
Follow the signs
追隨著指示
I put my pictures down
我放下了夢想的藍圖
They're not as good as the real thing
它不如真實來的美好
"I wish I could go home"
我好希望能回家
You're just nostalgic
妳只是回憶
What do we wander from
我們究竟為何徘徊
And only notice it now
怎麼會現在才明白
So be here with me
所以跟我一起留在這裡
And I watched the water unfold
而我的心如潮水展露
It's a feeling I want you to know
這種感覺 希望妳也能懂
Cause I'm not the same as I was
因為我已捨棄掉過去的自我
As I shoulder the weight of the world
當我背負著整個世界的重量
I was setting in stone
我的心如磐石
Until I noticed it right
直到確認一切無誤
Do you see how you've grown?
妳有看見自己一路的成長嗎?
Don't be sorry, then
不必為此道歉的
And I fall from my bones
我會全心投入
And now I know I'm alive
此刻我明白我正活著
I want you to find it
我希望妳能找到答案
And I watched the water unfold
而我看著水面展露
It's a feeling I want you to know
這種感受 要是妳也能懂
Cause I'm not the same as I was
因為我不再是從前的我
As I shoulder the weight of the world
隨著肩上的壓力逐漸增重
Thaw your hands now (I have been numb)
把妳的手伸向我 (我曾麻木不堪)
Put color in your cheeks (where I belong)
為妳的臉頰填上色彩 (到達我的歸屬)
I missed you back then
我好希望妳能回來
So be here with me
所以陪我留下來吧
And I watched the water unfold
而我的心 如潮水展露
It's a feeling I want you to know
這種感覺 但願妳也能感受
And I watched the water unfold
而我的心如潮水展露
It's a feeling I want you to know
這種感受 要是妳也能夠懂
Cause I'm not the same as I was
因為我已捨棄掉過去的自我
As I shoulder the weight of the world
當我背負著全世界的重量
Cause I'm not the same as I was
因為我不再是從前的我
As I shoulder the weight of the world
隨著肩上的壓力逐漸增重
And I watched the water unfold
而我的心如潮水展露
It's a feeling I want you to know
這種感覺 希望妳也能懂
Cause I'm not the same as I was
因為我已捨棄掉過去的自我
As I shoulder the weight of the world
隨著肩上的壓力越來越重
歌詞翻譯by Ray Shen
where you go翻譯 在 Facebook 的最讚貼文
【力量訓練的「訓練量」該如何設定?】
跑者的訓練量俗稱「跑量」,單位是「公里」,所以月跑量三百是指一個月總訓練距離300公里。在力量訓練圈的「訓練量」(Training Volume)常是「總反覆次數」 (Total Repetition)的同義詞;而「月總量」就是指一個月的總反覆次數,像我們會建議初跑者的月跑量最好不要超過100公里一樣,在做重訓時,有沒有一個區間可以讓大家參考呢?下面是《The System》的作者群建議:
#以下為譯文:
以剛接觸訓練的新手來說,月總量最好從750次(總反覆次數)開始;而菁英運動員的上限設在1,600次。在前蘇聯時代,我們親眼看到他們運動員以更高的月總量進行訓練。然而,我們後來也發現這跟他們使用加強運動表現的補給品有關,那使運動員能更快恢復。
總反覆次數是指在單一個週期中(這裡是指中週期)所有基本力量動作重複次數的總合。因此總反覆次數750的意思是在不同的訓練強度與動作中總共累計的次數,但這個數字不包括輔助訓練的動作。
從帳面上來看,750這個數字分配到一個月十二到十六次課表當中,看起來似乎很小,但我們這們所定的750這個數字比較像是「基本量」,而非下限,如果總反覆次數低於750下,就不會為運動員的成長帶來實質的影響。表 4.14 中的數值並不是意味著高水平或菁英運動員在四週內的總反覆次數永遠不會有低於1,000次情況發生,那只是維持成長的基本量。對運動員的恢復能力影響最大的是訓練量,因此這些範圍中比較需要注意的是上限的數值。若月總量超過上限值,恢復能力將快速到受到侵害,而且侵害的速度比任何其他因素都快。
一位菁英水準的運動員可以在一個月的時間裡完成1,000次以下的訓練,就算在恢復期也經常發生。然而,訓練新手若超過1,000次的上限,大都要承擔受傷或嚴重過度訓練的風險。
許多教練擔心他們的運動員練不夠,所以無法有效獲得力量和爆發力的進步。他們不想因為目標定得太低而有所保留,這讓他們感覺是「浪費」了一個月的訓練時間。剛開始採用這個方法來訓練時有這種感覺很自然,我們系統中的每一位教練也都曾經歷過相同的掙扎。
美國的力量教練已經把「訓練要用盡全力」當作一種信念,訓練完還有餘力好像就會覺得不夠認真。但請相信我們。我們說的方法很少失敗,也幾乎沒有過度訓練的風險,這些區間已被證明能最有效地幫助運動員進步。
在調整運動員的訓練量時,需要考慮到他們的技巧、經驗、過去的醫療史、訓練史、性別、實際年齡與訓練年齡。
我們過去的慘痛教訓可以讓你少走許多彎路。當你在訓練量的拿捏上猶豫不決時,原則是寧少勿多。寧可因量太少沒進步,也不要犯下過量訓練的錯誤。
總訓練量不包括輔助訓練或是特別針對「局部效果」的練習次數。那些動作主要是為了強化特定肌肉或是使全身力量動作能做得更好的輔助性訓練,所以我們不會把它們算在總訓練量中。
最受我們重視的力量訓練動作不只對身體的負擔很大,技術要求也很高;正因如此,我們才會嚴格限制訓練量。
雖然輔助訓練不會被計算在總訓練量裡,但你不要因此失控,開始加練很多你想練的輔助動作。永遠記住:效率第一。
#原文如下
The absolute floor of volume for a novice athlete is 750 total exercise repetitions per month, and the ceiling for the elite athlete is 1,600 total reps. During our time in the former Soviet Republics, we witnessed athletes performing even higher monthly training volumes. However, as we found later, that was often with the benefit of performance-enhancing substances that allowed for more rapid recovery.
In a single cycle, the total number of repetitions pertains to all exercises performed in the key movements. This means 750 total repetitions are spread between the different exercises among the range of training intensities we want to emphasize.
On the surface, these can seem like small numbers when we consider they may be spread out over 12 to 16 training sessions. That 750-rep total is really more like the basement rather than the floor of total volume—any less than 750 will not budge the needle on gains. That does not mean advanced or elite-level athletes will not have cycles that dip below 1,000 reps. These ranges should be more prescriptive of the ceiling of higher volumes to avoid exceeding. Pushing monthly volume beyond these ranges erodes recovery more rapidly than any other factor.
An elite-level athlete can use a month with a total volume of under 1,000 reps, as will often be the case when returning to training. However, a novice athlete can rarely exceed the 1,000-rep ceiling without risking an injury or a significant overtraining effect.
Many coaches worry their athletes will not do enough work to promote gains in strength and power. They do not want to “waste” a month by aiming too low on total volume and leaving some gains in the tank. That is a natural feeling when adopting this method, and each of us went through the same mental struggle.
Strength coaches in America are not hard-wired to accept less than maximum. However, trust us when we say that without fail, these ranges have proven to be the most effective in generating progress with almost no risk of overtraining.
Fine-tuning where your athletes fall in a volume range takes skill, experience, and consideration of their medical and training history, biological and training age, and gender.
The bloody trail of our mistakes can save you a lot of added stress: When in doubt, it is always better to err on the side of less volume than too much.
The total volume number does not include accessory work or exercises of “local effect.” Those exercises are more targeted muscle strengthening or exercises to support the main movements.
We are mainly concerned about the most physically taxing exercises that demand more of an athlete’s attention to technique—hence, the volume restrictions.
Although the accessory work is not included in the volume calculations, you still cannot go wild, adding as much as you want. Always remember this: efficiency first.
(以上摘錄自原文第132~133)
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Lyrics:
Step one, you say we need to talk
第一步 你說我們需要談一談
He walks, you say sit down; it's just a talk
他走過來 你說坐下 這只是個談話
He smiles politely back at you
他禮貌地看著你
You stare politely right on through
你也禮貌的回望著他
Some sort of window to your right
在你的右邊是一部分的窗戶
As he goes left and you stay right
當他走向左 你卻停留在右邊
Between the lines of fear and blame
在恐懼和道德的底線間
You begin to wonder why you came
你開始懷疑你為什麼要來
Where did I go wrong, I lost a friend
我到底做錯了什麼 就這樣失去了一個朋友
Somewhere along in the bitterness
在某處 伴隨著一些苦楚
And I would have stayed up with you all night
然而我會整晚待在你的身邊
Had I known how to save a life
如果我知道如何能拯救你
How to save a life
怎樣才能拯救你
Let him know that you know best
讓他知道你知道得最清楚
Cause after all you do know best
因為你的確知道得最清楚
Try to slip past his defense
試著去忽略掉他的防衛
Without granting innocence
不用授予無罪的方式
Lay down a list of what is wrong
用一張字條寫下做錯了什麼
The things you've told him all along
那些你由始至終告訴他的事情
And pray to God he hears you
然後向上帝祈禱他能聽見
And pray to God he hears you
向上帝祈禱他能聽見你的聲音
Where did I go wrong, I lost a friend
我到底做錯了什麼 就這樣失去了一個朋友
Somewhere along in the bitterness
在某處 伴隨著一些苦楚
And I would have stayed up with you all night
然而我會整晚待在你的身邊
Had I known how to save a life
如果我知道怎樣能拯救你
How to save a life
怎樣才能拯救你
歌詞翻譯 : 霽Jiokin
#savealife #thefray #alexschulz #Lyrics #輕電音
where you go翻譯 在 Ray Shen Youtube 的最佳解答
"因為我已捨棄掉過去的自我,隨著肩上的壓力逐漸增重"
-------
"Unfold"
"這是這張專輯中唯一真正有跟別人合作的歌,而會有這首是因為我一直以來都很喜歡 TEED 的音樂。當我們進到錄音室寫歌、錄歌時,他開始告訴我他有多喜歡我的上一張專輯《Worlds》裡收錄的〈Sea of Voices〉,以及他多希望那是他寫的歌,所以我開始勾勒出一幅稍微可以讓人想起那首歌的聲音畫面。接著,為了要讓這首歌符合《Nurture》,我們決定讓他唱——其實我們算是一起唱啦,整個過程匆忙得像一陣風。有一段時間,我把這首歌放在專輯比較前面的部分,因為它代表著一些變化,但在製作的過程中,我開始覺得:『不,這應該是專輯的收尾部分。如果要收錄這如史詩級的音牆效果,它就應該在收尾的地方出現。』"
"Nurture" is out now: https://porter.fm/nurture
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作詞/作曲:Porter Robinson, Totally Enormous Extinct Dinosaurs
Watching wild skies
看著那片荒野的天空
Wishing with closed eyes
閉著雙眼許願
Run for a lifetime
奔波著的一生
Follow the signs
追隨著指示
I put my pictures down
我放下了夢想的藍圖
They're not as good as the real thing
它不如真實來的美好
"I wish I could go home"
我好希望能回家
You're just nostalgic
妳只是回憶
What do we wander from
我們究竟為何徘徊
And only notice it now
怎麼會現在才明白
So be here with me
所以跟我一起留在這裡
And I watched the water unfold
而我的心如潮水展露
It's a feeling I want you to know
這種感覺 希望妳也能懂
Cause I'm not the same as I was
因為我已捨棄掉過去的自我
As I shoulder the weight of the world
當我背負著整個世界的重量
I was setting in stone
我的心如磐石
Until I noticed it right
直到確認一切無誤
Do you see how you've grown?
妳有看見自己一路的成長嗎?
Don't be sorry, then
不必為此道歉的
And I fall from my bones
我會全心投入
And now I know I'm alive
此刻我明白我正活著
I want you to find it
我希望妳能找到答案
And I watched the water unfold
而我看著水面展露
It's a feeling I want you to know
這種感受 要是妳也能懂
Cause I'm not the same as I was
因為我不再是從前的我
As I shoulder the weight of the world
隨著肩上的壓力逐漸增重
Thaw your hands now (I have been numb)
把妳的手伸向我 (我曾麻木不堪)
Put color in your cheeks (where I belong)
為妳的臉頰填上色彩 (到達我的歸屬)
I missed you back then
我好希望妳能回來
So be here with me
所以陪我留下來吧
And I watched the water unfold
而我的心 如潮水展露
It's a feeling I want you to know
這種感覺 但願妳也能感受
And I watched the water unfold
而我的心如潮水展露
It's a feeling I want you to know
這種感受 要是妳也能夠懂
Cause I'm not the same as I was
因為我已捨棄掉過去的自我
As I shoulder the weight of the world
當我背負著全世界的重量
Cause I'm not the same as I was
因為我不再是從前的我
As I shoulder the weight of the world
隨著肩上的壓力逐漸增重
And I watched the water unfold
而我的心如潮水展露
It's a feeling I want you to know
這種感覺 希望妳也能懂
Cause I'm not the same as I was
因為我已捨棄掉過去的自我
As I shoulder the weight of the world
隨著肩上的壓力越來越重
歌詞翻譯by Ray Shen
where you go翻譯 在 Gina music Youtube 的最讚貼文
Don't forget to turn on the bell icon for future uploads 🔔✔️
西洋音樂愛好者✨這裡不會有冗長的介紹文卻是個讓你挖歌的好地方😎
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想讓更多人認識你的聲音嗎?歡迎投稿😎
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____________________________________________________
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---------------------------------------------------------------------------
Lyrics:
You're my right girl but the time was wrong (Time was wrong)
你是我的真命天女 但不該此時降臨啊
I know you know it's been way too long (It's been way too long)
我們共同走過 漫長歲月
Mm, did we ever really close the door, close the door?
如今是否都將心門緊閉
Forget everything that I said before, said before
把我曾經說的話都忘掉吧
Girl, where you been?
女孩 你身在何方
Girl, where you been?
女孩 你身在何方
I know we lost touch, somewhere between
我們彼此都失去了聯繫
What about us, and what about me?
以後將會如何 我又該怎麼辦
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
The way you gave up, gave up on me
我清楚 因為我的一些話
I know what I said, go without me
你選擇將我放棄 獨自離去
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, love
親愛的
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
Oh no, oh
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
Oh no, oh
I could never fall for someone new, yeah (Someone new)
我不會再愛上其他人
Without drinkin', thinkin' about you, ooh, ooh, ooh, mm
除非喝醉酒 畢竟我只惦記著你
Mm, did we ever really close the door, close the door?
我們是否都將心門緊閉
Forget everything that I said before, said before
把我曾經說的話都忘掉吧
Girl, where you been?
女孩 你身在何方
Girl, where you been?
女孩 你身在何方
I know we lost touch, somewhere between
我們彼此失去了聯繫
What about us, and what about me?
以後將會如何 我又該怎麼辦啊
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
The way you gave up, gave up on me
既然你想放棄我
I know what I said, go without me
我說完該說的 你就獨自離開吧
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, love
親愛的
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
Oh no, oh
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
You're my love
你是我摯愛之人
I know we lost touch, somewhere between
我們彼此失去了聯繫
What about us, and what about me?
以後將會如何 我又該怎麼辦啊
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, do you think we can try again, try again?
在你看來 我們還有機會重新開始嗎
Oh, love
親愛的
歌詞翻譯 : 維爾
#dallask #lauv #tryagain #Lyrics #西洋歌曲推薦
where you go翻譯 在 Where You Go I Follow (Lyrics) | 中文字幕| 英繁中字| 歌詞翻譯 的必吃
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