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/
can bus軟體 在 Travel with Winny 一起跟昀去旅行 Facebook 的最佳解答
【過境筆記】前幾天是中亞旅行以來第一次下雪❄️ 因為太開心了,完全忘了一下段從烏茲別克到塔吉克斯的陸地過境需要經過高山,有可能因為大雪而關閉🗻
這是一個我們從五小時車程,變成將近十三小時路程的故事😭 也是一個車費幾乎變三倍的一個記錄 😂 文長小心🙊
====================
一早我們就從青旅準備步行到三公里外的公車站🚏 路途中一台車子突然停下來叫招我們上車😶 想說這就是傳說中的搭便車嗎?!
上車沒多久,老先生表態說他是計程車司機。當下暗自叫苦,不經想說等下到底要給他多少錢。老先生用俄語表示說如果給他一點小錢,可以載我們到邊界😅 我只好用英文說:「No money...😖」
從撒馬爾罕到邊界小鎮的小巴大約是四十分鐘,每人 USD$2。雖然看當地人付錢感覺應該又更少...🤔
一到邊界就開始有人問我們要去哪裡。「Dushanbe?」Dushanbe 是塔吉克斯坦的首都,過邊界後大約需要五小時車程,每人約 USD$10。「Dushanbe 路關了,今天過不去!」司機先生嘗試阻止我們前往邊境。
「你理他們幹麻?搞不好騙你的!」York 把我叫走。也是,計程車司機常常為了賺錢都跟遊客說公車沒開,於是我們匆忙走入海關。
「Dushanbe?」「是的。」「今天下雪路關閉喔!你需要從另一個邊境到塔吉克斯坦。」邊境警察拿起我們手機並指一指地圖。
先前就有部落客說冬季需要繞到名為Tursunzoda 小鎮那邊的海關😶 只是前幾天都確認這條通往 Panjakent 小鎮的路是通的,於是就沒查資料😖
「你們需要回到撒馬爾罕,再找共乘計程車到那個邊境,可能一人三十美金吧!」邊境警察說。
從這裡繞到那個編輯再前往今天的住宿,大約要多十一小時的路程!不過誰也不知道山路什麼時後開,只好趕快另外想辦法😖
「到那邊邊境兩人USD$100!」計程車司機開價。雖然知道路途很遠但我根本不想花那麼多錢,情願回到原本的城市再做打算。「USD$80」「USD$60」就這樣一路砍,最後威脅我們直接要搭車回撒馬爾罕,就以兩人USD$55成交😶
「還要等一個人。」計程車司機說。眼看目前已經十一點,我就踏出車子拍拍照(離邊境大約三十幾米)。沒想到突然出現另一個背著AK47槍枝的軍官,要我把手機交上。
「照片。」他拿起我的手機,把隨手拍邊境的兩張照片刪除。原本還要跟我要相機,但 York機靈地跟他說我們只用手機拍照。事後手機當然把照片直接從垃圾桶還原回來😛 說真的根本沒拍到什麼,真的有夠敏感😑 這也是我沒愛中亞的原因,軍官都嚴肅要死,不愧是前蘇聯國家🙄
終於在十一點半的四個人搭上車了!滿了就可以直接出發!
事後用翻譯軟體才知道原來這兩位先生都是從塔吉克斯坦邊界小鎮 Panjakent!他們原本不用過境就可以直接搭乘五小時的山路一路到首都 Dushanbe ⛰️ 結果現在卻要過境一路讓到深夜才能夠到達目的地,實在有夠辛苦😲
這裡的車子都使用天然氣取代汽油🚘 每家一次全體都要站到外面。室外溫度越來越冷,周圍都是雪山,感覺自己好像來到了西伯利亞 😐
而且這趟中途的食物也很難吃,而且比上次魚大餐配酒貴!悲哀到我連照片都不想拍👀
就這樣我們就在幾乎看不到前面的路況開了450公里,從11.30AM到 8.30PM 才到了邊境...😔 「這錢真的不好賺啊...」跟食物比起來,開車在烏茲別克確實難賺多了!
值得一提的是當地人在開車前都會集把雙手蓋住臉,祈求平安🙏 不管是出發前、中途用餐重新上路,都會做這個動作。「你很討厭人家摸臉,我看你待在這裡一定會發瘋!」York 事後跟我說😹
過邊境還蠻順暢的,每個關卡兩位大哥都會等我們,直到我們抵達塔吉克斯坦,準備計程車搭車前往首度 Dushanbe🚖
我們老早就知道從這個邊境到市區是每人 USD$5,其實算蠻貴的。果不其然其中一位大哥是塔吉克斯坦人,他代表我們全部(另一位大哥是烏茲別克人)幫忙講價。
雖然聽不懂,但是他們講話過程還蠻激烈的。我猜內容大約是:「遊客的公定價就是五美金,你不要為難我們了!」「你看看這些人,他們分別是澳洲人、紐西蘭人、烏茲別克人,你怎麼可以收那麼貴的費用!」經過許多爭執,一位司機大哥出來握手:「好好好,但是你們一定要保密。」就這樣我們每人 USD$2.5 搭上車,雖然還是猜當地人應該更低。畢竟是不到一小時的車程...🤔
這台計程車並沒有載我們到目的地,而是距離市中心約十三公里的侯車站!其中一位大叔請他朋友順便載我們到青旅,終於在晚上十點半我們順利抵達住宿 😭😭😭
「那條山路大約九個小時前就開了啊!」櫃檯先生看著電腦跟我們說。「什麼?!」花了那麼多時間跟金錢,原來只要我們晚點出發就沒事了😢 「千金難買早知道...我們也不可能等到下午一點...」York 說。
「你們應該在塔吉克斯坦的邊境小鎮Panjakent 住一晚,就算今天沒開,明天也有可能開啊!而且他們關路其實也只是五公里而已。」只可惜我們行程都很滿,不太敢冒險卡在那邊。
果然隔天那條公路早上又關閉了😅 真的很慶幸我們可以當天來到 Dushanbe 😆 這真的是一個很舒服的城市!食物好吃又便宜,住宿乾淨、浴室又有地熱,另外衛生紙是離開伊朗後最軟的衛生紙😍 人生的小確幸也不愧如此 😛
Ps. 記得要跟蹤 IG 唷 ↪ www.instagram.com/travelwithwinny 😘
Pss. 想環遊世界嗎? Winny 的環遊世界書在博客來打七折唷 👉 http://goo.gl/RYPSTp 📚
#塔吉克斯坦 #烏茲別克 #陸地過境
Snow was fun until it became a blizzard and blocked the mountain passage on our border crossing day from Uzbekistan to Tajikistan😠
The intended border crossing route was from Samarkand to Panjakent border (40 mins USD$2 mini bus) then USD$10pp from border to Dushanbe (5 hours)🚗
However, the day before departure it started to snow ❄ We arrived at the border crossing not realising the roads were closed! So we had to decide on an alternative route on the spot!
The other border (Tursunzoda border) crossing into Tajikistan requires bypassing the mountain (450km of windy road)⛰ which is another 9 hour car ride from the original boarder!!! Only then we can cross into Tajikistan and catch another taxi which will take another hour drive to our destination at Dushanbe😣
We haggled the trip fare from USD$100 to USD$55 for two👀 Then after the border crossing the Tajik man who was on the same car helped us to negotiate the taxi into Dushanbe from USD$5pp to USD$2.5pp so we won't need to pay the tourist price😬
When we arrive in the outskirts of Dushanbe, the Uzbek man in the same car did us a favour and asked his friend to give us a ride to our hostel🏠
We were exhausted by the time we reached our hostel at 10.30pm😩 Devastatingly we learnt that the original route reopened 9 hours ago which was only 3 hours after we left the place 😰
Apparently it was only 5KM of the mountain pass that was closed off due to snow which they had promptly cleared.
We could have stayed at the boarder for 3 hours and travelled to Dushanbe in 5 hours. Instead we travelled for 10 hours on the long route😭
So the timeline of the day was:
Left hotel at 9.30AM and was going to walk 3KM to shared taxi stop🚏 Met this lovely old taxi driver offered to take us there for free! 👴 He was hoping we could pay him to go to the border but we declined the offer. He didn’t charge us anything for the short ride 😅
Got on the mini van at 10AM and off to the border with the locals. We arrived at the boarder at 10:30am only find that the route is closed due to snow❄️
Snapped some photos of the boarder gate and the border guard came and demanded that I step out of the car😠 He then took my phone and looked at the photos and deleted ones he deemed inappropriate📸 First time getting treated like this. Thankfully he didn't see my camera nor he knew the deleted photos goes to a "bin" section in phones😂
Negotiated the fare by 10.40AM and finally got our last shared taxi passenger at 11.30AM!!! These people were at Panjakent (Tajikistan) already but bcz the route to Dushanbe was closed, they have to take the alternate long route 😲
The other drivers and the passengers then collectively touched their faces with both hands and mumbled sth. I think they praying for safe journey🙏 They did this everytime we start the drive again.
We did not anticipate this whole journey was going to take this long!!! The driver even did a wrong turn, weather was so cold he had to go borrow hot water from shops to defrost his engine. The car here runs on gas so everytime he tops up we have to get off the car into the freezing cold 😑
We didn't reach the border till 8.30PM😱 Poor York who sat in the middle seat got a really sore ass...
We successfully crossed both borders around 9.30PM and the two men in the car waited for us and made sure we crossed safely❤
After an intense fare negotiation, we finally arrived in outer Dushanbe city at 10.15PM (13KM from our hostel) and the man's friend gave us a ride 🚙
What a journey just to cross the border!! The hotel dude said we should've just waited and the road may open in a few hours/days time. We were not prepared to gamble with this route opening time as we were on a tight schedule😝
Ps. Food along the journey was SHIT and expensive 🙄 Didn't even bother taking a picture...
#Uzbekistan #BorderCrossing #Tajikistan
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