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/
同時也有186部Youtube影片,追蹤數超過19萬的網紅Pin Cheng Ji,也在其Youtube影片中提到,关注品城记FB账号→https://pcjfb.page.link/bjYi 朝聖麵食之都西安!經過這次“洗禮”,“碳水教父”算是實至名歸了!/西安小吃 自從嘉昇加入到全國版以後,就不斷有股東推薦我們去西安。無他,西安乃是全國聞名的“麵食之都”,而嘉昇又是小有名氣的“碳水教父”,就好比一個中文系的...
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guangzhou中文 在 黃之鋒 Joshua Wong Facebook 的最佳解答
【回應越南網民疑慮批評 東亞及東南亞團結對抗中共掘起】
(scroll down for English & 下面有中文)
Xin chào các bạn Việt Nam: Hôm qua, mình đã sử dụng thuật ngữ "con khỉ Việt Nam" trong bài đăng trên Facebook của mình. Mình có ý đó là mỉa mai, vì những người theo chủ nghĩa dân tộc Trung Quốc luôn sử dụng thuật ngữ phân biệt chủng tộc chống lại mình. Mình không bao giờ có ý định xúc phạm các bạn. Mình xin lỗi vì sự hiểu lầm và đã loại bỏ thuật ngữ trong bài viết của mình. Mình biết nhiều người Việt Nam yêu tự do từ lâu đã ủng hộ Hồng Kông. Chúng tôi nên cùng nhau đấu tranh cho dân chủ!
(Cảm ơn 敖卓軒 (Jeffrey Ngo) đã giúp tôi dịch)
"Hong Kong: Vì sao phe thân-Bắc Kinh đồn Joshua Wong là người 'gốc Việt'?" BBC Tiếng Việt: https://www.bbc.com/vietnamese/world-49329080
-----------------------------------------------
本文原意為以日本河童和越南猴子等小粉紅曾使用的字眼,反諷喜歡侮辱我的中國網民;怎料激起越南網友以為我有意詆毁他們,其實我完全沒有這個意思,在此向各位越南人致歉,我也為免誤會,經已在此帖刪除越南此一字詞。
又另外,就著經常被指稱為越南人一事,其實我作為土生土長,於香港出生的香港人,自己家族四代也與越南沒有任何淵源,族譜裏據悉也沒有人曾在越南出生或在當地工作⋯⋯
不過縱然如此,在抵抗威權的戰線上,我也非常希望與東亞地區的朋友一起努力,尤其是不管香港還是越南等東南亞國家還是香港,在過去也深深感受到中國勢力擴張帶來的負面影響,我們定必團結一致對抗暴政。
最後奉勸小粉紅們,不要再以為抵毀我作越南人會有甚麼作用了,這只是說明從牆來出征的網民,只是在玩弄種族主義,反映質素何其低劣 :)
-----------------------------------------------
Although I am a #Hongkonger, Chinese netizens often call me Vietnamese monkey. I am sorry that my friends in #Vietnam feel uncomfortable when I used the term to mock myself. So I delete it and apologize for your frustration.
But what is more worrying is that #China’s netizens more and more often use these racist terms to describe people in #Vietnam, #Japan, #Taiwan, #Uyghurs, #Thailand in recent #nnevvy incident, and even African workers in #Guangzhou and #Beijing.
That is a kind of extreme nationalist bullying, warranted by an authoritarian #China and reaching out every corner of the world. With its swelling economic clout, #Chinese pay no respect to other people’s liberties and dignity.
In defence of our freedoms and human dignity, I invite people in all Asian and African countries to fight against #China’s authoritarian expansion. Our life should not be trampled on by extreme nationalists from #China.
https://twitter.com/joshuawongcf/status/1249259287488139271
The Vietnamese people — having endured decades of racism, imperialism and geopolitical oppression from China — have likewise long been standing up for Hong Kong, even as the Vietnamese government is reluctant to say anything pro-democracy.
guangzhou中文 在 公民聯盟 Facebook 的精選貼文
希望他玩遍中國開發的遊戲!
傳說遊戲只要被他玩過,就會被中國下架的男子,現在玩開了。
🤣🤣🤣
亲,那个以为自己很牛逼,但其实只是猴子河童又在玩啥?!全也要下架!
#玻璃森友會 #猛男之森 #猛男撿樹枝
😂原來已經有生成器:https://hkacgmemes.github.io/gif-switch-meme-gen/
-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
【回應越南網民疑慮批評 東亞及東南亞團結對抗中共掘起】
(scroll down for English & 下面有中文)
Xin chào các bạn Việt Nam: Hôm qua, mình đã sử dụng thuật ngữ "khỉ Việt Nam" trong bài đăng trên Facebook của mình. Mình có ý đó là mỉa mai, vì những người theo chủ nghĩa dân tộc Trung Quốc luôn sử dụng thuật ngữ phân biệt chủng tộc chống lại mình. Mình không bao giờ có ý định xúc phạm các bạn. Mình xin lỗi vì sự hiểu lầm và đã loại bỏ thuật ngữ trong bài viết của mình. Mình biết nhiều người Việt Nam yêu tự do từ lâu đã ủng hộ Hồng Kông. Chúng tôi nên cùng nhau đấu tranh cho dân chủ!
(Cảm ơn 敖卓軒 (Jeffrey Ngo) đã giúp tôi dịch)
-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
本文原意為以日本河童和越南猴子等小粉紅曾使用的字眼,反諷喜歡侮辱我的中國網民;怎料激起越南網友以為我有意詆毁他們,其實我完全沒有這個意思,在此向各位越南人致歉,我也為免誤會,經已在此帖刪除越南此一字詞。
又另外,就著經常被指稱為越南人一事,其實我作為土生土長,於香港出生的香港人,自己家族四代也與越南沒有任何淵源,族譜裏據悉也沒有人曾在越南出生或在當地工作⋯⋯
不過縱然如此,在抵抗威權的戰線上,我也非常希望與東亞地區的朋友一起努力,尤其是不管香港還是越南等東南亞國家還是香港,在過去也深深感受到中國勢力擴張帶來的負面影響,我們定必團結一致對抗暴政。
最後奉勸小粉紅們,不要再以為抵毀我作越南人會有甚麼作用了,這只是說明從牆來出征的網民,只是在玩弄種族主義,反映質素何其低劣 :)
-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-\-
Although I am a #Hongkonger, Chinese netizens often call me Vietnamese monkey. I am sorry that my friends in #Vietnam feel uncomfortable when I used the term to mock myself. So I delete it and apologize for your frustration.
But what is more worrying is that #China’s netizens more and more often use these racist terms to describe people in #Vietnam, #Japan, #Taiwan, #Uyghurs, #Thailand in recent #nnevvy incident, and even African workers in #Guangzhou and #Beijing.
That is a kind of extreme nationalist bullying, warranted by an authoritarian #China and reaching out every corner of the world. With its swelling economic clout, #Chinese pay no respect to other people’s liberties and dignity.
In defence of our freedoms and human dignity, I invite people in all Asian and African countries to fight against #China’s authoritarian expansion. Our life should not be trampled on by extreme nationalists from #China.
https://twitter.com/joshuawongcf/status/1249259287488139271
The Vietnamese people — having endured decades of racism, imperialism and geopolitical oppression from China — have likewise long been standing up for Hong Kong, even as the Vietnamese government is reluctant to say anything pro-democracy.
guangzhou中文 在 Pin Cheng Ji Youtube 的最讚貼文
关注品城记FB账号→https://pcjfb.page.link/bjYi
朝聖麵食之都西安!經過這次“洗禮”,“碳水教父”算是實至名歸了!/西安小吃
自從嘉昇加入到全國版以後,就不斷有股東推薦我們去西安。無他,西安乃是全國聞名的“麵食之都”,而嘉昇又是小有名氣的“碳水教父”,就好比一個中文系的研究生必須讀過詩經、離騷,作為資深碳水愛好者,沒去過西安,實在是太不像話!於是乎,在農曆新年到來之前,我們決定,幫嘉昇把這必上的一課給補上。不來不知道,原來西安的麵食分這麼多類別,而且,每一個類別都大有名堂!
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粥粉面饭来一波
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跟着品城记玩啊
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品一座城,不僅僅是美食,更是人文!
走,帶你去找好吃的!
我們的夢想,是吃遍世界上每一座城市的美食!
吃遍給廣州,再吃遍全世界!
傳統中華美食,西餐,網紅美食,平民小吃!
只要是好吃的,我們絕不放過!
想要GET更多好吃的食物,跟著我們就對了!歡迎訂閱【https://pcj.page.link/Tbeh】
你的城市哪裡好吃哪裡好玩?全在我們的原創視頻裡!
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guangzhou中文 在 โบโบ กวนจีน 波波真幸福 Youtube 的最佳貼文
กินแหลก อาหารสุดแซ่บ "เมืองกว่างโจว"
เป็ดปักกิ่งคือดีย์มั่ก ติ่มซำก็เริ่ด สารพัดทะเลเผากระเทียมจุกๆจ้า
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guangzhou中文 在 麥克斯MaxTV Youtube 的最佳解答
昨天剛好路過位於廣州番禺的海鷗島,拿出大疆spark就是一頓拍。買了spark也已經兩年了,帶著它飛遍了五湖四海,除了畫展一般,其它都很OK了!大家一起來看看吧!
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guangzhou中文 在 CUHK Biomedical Engineering 香港中文大學生物醫學工程 的推薦與評價
BME Guangzhou Sun Yat Sen University Field Trip 3D2N! 20190619-Day1. ... <看更多>