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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where i go翻譯 在 Facebook 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"
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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 i go翻譯 在 Facebook 的最佳解答
【課表設計的科學與藝術】
分享《The System: Soviet Periodization Adapted for the American Strength Coach》書中的一段話,用簡潔直白的話語,把課表設計中的「科學」與「藝術」說得很清楚了,下面附上原文和我的譯文:
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#以下為譯文,最後附上原文,若有發現翻譯不到位或有問題的地方,非常歡迎也希望各界指正!
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在整個(設計課表的)過程中,你的心理要明白力量教練所做的是一種結合科學與藝術的工作。科學要求的是認識事務運作的原理。如果你知道訓練背後的原理,就會知道如何進步。
如果你選擇使用這份課表,但卻不知道為什麼這樣練會有效,那只是運氣好。當你想著「太棒了,我的運動員一直進步!」此時你要捫心自問「接下來我要怎麼做?」如果你不知道之前是怎麼進步的,也不知道這樣的課表為什麼會有用,那你也不會知道怎麼調整課表才能讓運動員繼續進步下去。這就是「科學」的重要性。
至於訓練的「藝術」是指一些需要考慮不同現實情況的問題,以蹲舉這個動作為例,「我們都知道蹲舉很重要,所以蹲舉要練。」但現在問題是,「我們應該先練前蹲舉、背蹲舉還是分腿蹲?該從多少重量開始蹲?每組蹲幾下?蹲幾組?該怎麼教好這個動作?」
這些問題很少有清楚、明確的答案,你的思考過程必須考慮到許多因數。這就是訓練的藝術性。如果你問五十個教練這些問題,你可能會得到五十種不同的答案,而且並非所有的答案都適合你當前的情況。
在力量與體能訓練的領域,藝術性方面的問題是教練們最需要花時間和精力去培養與完善的。要分辨一位普通教練和菁英教練的差別,就是看他是否在訓練的科學與藝術素養之間取得平衡。
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#原文如下
Throughout the process, is important to keep in mind that what we do as strength coaches is a combination of science and art. The science demands that we know why something works. That is imperative for the selection process, and if you know how something works, you will know how to progress it.
If you do not know why something works and you choose to use it, maybe you get lucky... and maybe you do not. When you think, “This is great! My athletes are getting better,” you need to ask yourself, “Where do I go from here?” If you do not know why something is working, you will not know how to progress or adapt it for continued gains. That is the importance of the science.
The art of coaching is saying to yourself, “We need to squat; we know that is important.” The question now is, “Should we front squat, back squat, or split-squat? What weight should we start with? How many sets and reps? How can I best teach this movement?”
These questions rarely come with clear, definitive answers, and your path will have to take into account the variables. This is the art of coaching. If you asked these questions of 50 coaches, you might get 50 different answers, and not all of them would be in your best interest to follow.
In the field of strength and conditioning, this is the aspect that takes the most time and commitment to develop and refine. Ultimately, cultivating balance between the art and science of coaching is what separates the elite from the average.
(extracted from page 98)
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____________________________________________________
Social Media:
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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 i 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 i go翻譯 在 Gina music Youtube 的最佳貼文
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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____________________________________________________
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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
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