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1部Youtube影片,追蹤數超過49萬的網紅哥倫布 Columbus,也在其Youtube影片中提到,我的文法課程 ▶ https://grammar.cool/ 我的發音課程 ▶ https://columbus.cool/ ✨✨✨✨✨✨✨✨✨✨ 我的免費講義 ▶ https://columbus.english.cool/ 我的英語教學部落格 ▶ https://english.cool/ ...
traditional houses in china 在 政變後的寧靜夏午 Facebook 的最佳貼文
郎世寧對傳統文人畫也有涉獵,當年他學習的對象是宮廷畫家唐岱,而唐岱則是師從王原祁。策展人說,從這件作品畫面的山頭造型,雜樹布置、皴 法、苔點,都可以看見郎世寧學習唐岱筆法的痕跡,而且兩人也曾多次奉旨合作作畫。
#神筆丹青 #郎世寧
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神筆丹青-郎世寧來華三百年特展
【清 郎世寧 畫山水(軸)】陳列室:204
Special Exhibit: Portrayals from a Brush Divine: A Special Exhibition on the Tricentennial of Giuseppe Castiglione's Arrival in China
【Landscape】(Gallery: 204)
Lang Shining (Giuseppe Castiglione, 1688-1766), Qing dynasty
Hanging scroll, ink and colors on silk, 143.2 x 89.1 cm
展期(Dates):2015/10/06~2016/01/04
策展人的話:
層巒疊翠山間,山嵐雲煙縈繞,村舍、涼亭、小橋掩映。郎世寧融入皴擦鉤勒法與類似素描的點法,呈現物象不同的質感。樹葉有乾濕濃淡細膩變化,設色明淨細秀。隱約可見的煙嵐,益增畫面深遠的空間感。
郎氏對傳統文人畫也有涉獵,學習對象是宮廷畫家唐岱(1673-1752以後),唐岱則師從王原祁(1642-1715)。畫面山頭造型,雜樹布置、皴 法、苔點,都可看見學習唐岱筆法,兩人曾多次奉旨合作,此種關係確立清初畫壇「正統」風格一脈相承。
Clouds and mists linger amongst lush mountains rising layer upon layer in this painting with village houses, pavilions, and small bridges scattered here and there. Guseppe Castiglione has combined traditional methods of Chinese texturing and outlining with a technique akin to drawing, creating a completely new manner for the motifs. The tree leaves delicately range from dry to moist and light to dark, the coloring also luminous and beautifully refined. The faint mists increase the sense of remote distance for a sense of space in the painting.
In addition to his proficiency in various styles, Castiglione also dabbled in literati painting, learning from the court artist Tang Dai (1673-after 1752), who had studied under the Orthodox master Wang Yuanqi (1642-1715). The forms of the mountaintops, arrangement of the trees, texturing, and “moss dots” all reveal Castiglione’s instruction from Tang Dai. In fact, the two were often ordered to collaborate, thereby placing Castiglione within the “Orthodox Style” of painting circles in the early Qing dynasty.
【清 郎世寧 画山水 軸】
軸 絹本着色,縦143.2cm 横89.1cm
連なり重なる山々の間を雲霧がたなびき、家屋や東屋、小さな橋が見え隠れしている。郎世寧は皺擦法と鉤勒法、素描に似た点法を取り入れ、物象ごとに異なる質感を表現している。樹木の葉は乾湿濃淡の微妙な変化で表され、丹念に施された着色は明るく清らかである。朦朧と浮かびあがる雲霧が画面に奥行きを与えている。
郎世寧は伝統的な文人画を学んだ経験もあり、その対象は宮廷画家の唐岱(1673-1752以降)だった。唐岱は王原祁(1642-1715)の弟子である。山頭の造型や雑木の配置、皺法、苔点などに唐岱の筆法を学んだ痕跡が見られる。二人は幾度も共作したことがあり、このような関係により清代初頭の画壇における「正統」な画風の継承が確立された。
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網站(Website):http://theme.npm.edu.tw/ex…/giuseppecastiglione/…/index.html
traditional houses in china 在 哥倫布 Columbus Youtube 的最佳貼文
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我是哥倫布!我是在加拿大長大的香港人!現在喜歡在 YouTube 做出有趣好懂的英文教學內容。
YouTube 頻道外,我在 2020 年創立了 English.Cool 英文庫,目前已成為台灣/香港地區 No.1 英文教學資訊網站!
✨✨✨✨✨✨✨✨✨✨
1.
Taiwan is not in Thailand!
台灣不是在泰國裡面的!
2.
Taiwan is a beautiful island located off the coast of Mainland China.
台灣是一個美麗的島嶼,位於中國大陸沿海。
3.
Taiwan is in an earthquake zone, so every year it experiences many earthquakes.
台灣處於地震帶,每年都會經歷多次地震。
4.
The central and eastern parts of the island are covered in mountain ranges.
該島的中心地區和東部地區都覆蓋著山脈。
5.
The western part of the island is flatter, and so that is where most of the population lives.
該島的西部地區比較平坦,因此這是大部分人口居住的地方。
6.
Climate.
氣候。
7.
Taiwan has a tropical climate.
台灣是熱帶氣候。
8.
Summers are hot and humid.
夏天炎熱潮濕。
9.
And every summer, several typhoons pass through Taiwan.
每年夏天,會有幾個颱風經過台灣。
10.
And Winters in Taiwan are kind of cold.
台灣的冬天有點冷。
11.
People.
人。
12.
Taiwan has a population of 23 million.
台灣有2300萬人口。
13.
Most of the population are Han Chinese.
大多數人口是漢族人。
14.
Within the Han Chinese, many are descendants of the Hoklo people.
在漢族人中,許多人是閩南人的後裔。
15.
And many are also descendants of the Hakka people.
許多人也是客家人的後裔。
16.
And the rest are descendants of the waishengren, who came to Taiwan during the Chinese Civil War.
其餘的都是在中國內戰期間來到台灣的外生人的後裔。
17.
Taiwan is also home to many indigenous people(s).
台灣也是許多原住民的家園。
18.
There are a total of 16 indigenous tribes in Taiwan.
台灣共有16個原住民種族部落。
19.
Language.
語言。
20.
The official language of Taiwan is Mandarin Chinese.
台灣的官方語言是國語。
21.
And the writing system is Traditional Chinese.
書寫系統是繁體中文。
22.
Apart from Mandarin, many Taiwanese people also speak Taiwanese Hokkien, also known as, simply, Taiwanese.
除了普通話外,許多台灣人也講閩南語,簡稱台灣人。
23.
And some also speak Hakka.
有些人也會說客家話。
24.
Many Taiwanese people are also very good at English.
許多台灣人也非常擅長英語。
25.
In fact, a lot of people love to learn English.
事實上,很多人都喜歡學習英語。
26.
And a lot of people also love to watch gelunbufayinku.
而且很多人也喜歡看哥倫布發音庫。
27.
Attractions.
旅遊景點。
28.
There are many things to do and places to visit in Taiwan.
在台灣有許多事情和景點可以去遊玩。
29.
For instance: Taipei 101.
例如:台北101。
30.
Taipei 101 is one of the tallest buildings in the world.
台北101大樓是世界上最高的建築之一。
31.
The National Palace Museum houses many national treasures.
國立故宮博物館藏有許多國寶。
32.
Taiwan night markets offer delicious Taiwanese snacks.
台灣夜市提供美味的台灣小吃。
33.
Sun Moon Lake offers beautiful scenery.
日月潭有很漂亮風景。
34.
Ximending is vibrant neighborhood that is great for shopping!
西門町是一個充滿活力的社區,非常適合購物!
35.
Taiwan numba one!
台灣NO.1!
36.
Let’s go over what I love about Taiwan.
讓我們回顧一下我對台灣的熱愛。
37.
Taiwanese people are extremely friendly, nice, polite, and hospitable.
台灣人非常友善、善良、有禮貌、熱情好客。
38.
I’m always amazed at how friendly and nice people here are.
我總是對這裡友好和善良的人感到驚訝。
39.
I think Taiwanese has the nicest people in the world.
我認為台灣人擁有世界上最好的人。
40.
The subway system here is very clean and efficient.
這裡的地鐵系統非常乾淨、高效。
41.
Taiwanese cuisine is delicious.
台灣菜很美味。
42.
Taiwanese bubble tea is world famous. The pearls are chewy and its just great, you gotta try it.
台灣的珍珠奶茶聞名世界。珍珠很耐嚼而且真的很棒,你們一定要嘗試看看。
43.
Living in Taiwan is also very safe and very convenient. There are restaurants and convenience stores everywhere.
住在台灣也很安全、也很方便。到處都有餐廳和便利店。
44.
Taiwan has a national health insurance program.
台灣有國家健康保險計劃。
45.
It provides universal coverage.
健保提供全面的照護。
46.
Healthcare here is cheap, efficient, and of high quality. Everybody loves it here!
這裡的醫療保健便宜、高效、高品質。每個人都對健保讚賞!