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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I have recently perused Nicholas Kristof’s NYT piece “China’s Man in Washington, Named Trump”(https://nyti.ms/3h2JXh8). One paragraph in particular caught my attention: “A joke in China suggests that Trump’s Chinese name is Chuan Jianguo, or “Build-the-Country Trump.” That’s because Build-the-Country is a common revolutionary name among Communist patriots, and it’s mockingly suggested that Trump’s misrule of the United States is actually bolstering Xi’s regime.”
Kristoff also avows that since Trump’s ascension to presidency, the American nation became highly polarized. This is reflected in the current administration’s policies on climate change, foreign relations with established U.S. allies, and COVID-19 prevention, all of which are rather ineffective. It also seems like Mr. Trump and his team diverged from the traditional priorities, including promoting free trade, human rights, and other quintessentially American values. As described thoroughly by John Bolton, all these factors contributed to the declining standing of the U.S. in global politics.
What is more, many people fall prey to CCP’s propaganda and its interpretations of Trump’s actions, which only enhances China’s reputation.
But that might not exactly be the case.
The CCP apparently failed to utilize the window of opportunity created by the ineptness of the Trump administration, as China could have grown to the position of a leader by filling in the void left by the U.S.
During the 2016 APEC Ministerial Meeting in Lima, Peru, Xi Jinping and his team actively supported the plans to establish the Regional Comprehensive Economic Partnership (RCEP) and a Free Trade Area of the Asia Pacific, or FTAAP. In contrast, the United States withdrew its signature from the Trans-Pacific Partnership (TPP) in early 2017. Coupled with China’s Belt and Road Initiative (BRI) and the establishment of the Asian Infrastructure and Investment Bank (AIIB), this move bolstered China’s capacity to influence global investments and trade, high-tech mergers and acquisitions, and, overall, expand its geostrategic influence on the entire globe.
At the same time, various propaganda films about great power competition, military industry, and science and technology surged all at once, and gained remarkable following around the world.
All this provided a window of opportunity for the CCP to slowly change its course. Around the same time, the distrust for POTUS among U.S. allies’ reached its apex. According to polls conducted by the Pew Research Center, the distrust for the U.S. president in the U.K. reached 75%, 72% in Japan, 70% in Australia, and stunning 86% in France.
Had the C.C.P,. begun to open up at that time, or at least resumed the governance style of the Hu-Wen administration, it could have reaped the benefits of promoting liberalism where the U.S. failed to deliver. It was the time for Beijing to gradually enhance freedom of speech domestically, pursue sustainable infrastructural projects, gradually reform unfair barriers to trade, transform its S.O.E.s, strengthen protections for private ownership, and vitalize its start-ups and enterprises.
Moreover, were China to cease the genocide in East Turkestan and refrain from cracking down on Hong Kong's semi-autonomy, it would have greatly enhanced its global international image. Additionally, if paired with slow but steady reforms, Beijing’s respect for sovereignty of its peoples would have attracted a large amount of foreign investment, which in turn would have continued to buttress the country’s growth.
It is China prerogative to remain idle.
It might still be possible for Chinese “Dream” to come true.
Yet, a historic window of opportunity is now closed.
Xi assumed the tools of proscribing and stalling, which are completely antithetical to the aforementioned window of opportunity.
Today, China is more authoritarian, less flexible, and fully deprived of horizontal accountability. Its reliance on wolf warrior diplomacy backfired: for example, the Swedish parliament sought to expel the Chinese ambassador to Stockholm. Also, Prague, the capital of Czechia, terminated its sister-city agreement with Shanghai and instead signed a new one with Taipei. Last but not least, we ought not to forget about the recent fiasco in the relations with the United States who ordered the shutdown of China’s consulate in Houston. All of this took its toll on China’s reputation.
Its international standing and inability to replace the U.S. as the major global power are not the only issues China is currently facing.
As it experiences multiple domestic and international shocks, China struggles to combat the COVID-19 pandemic and tame the disastrous floods of Yangtze River. The swarm of locusts of biblical proportions is also crippling Beijing’s institutional capacity and may soon lead to food shortages. In fact, the precarity of food supply further diminishes the level of trust for Chinese authorities.
In 2019, the Pew Research Center conducted a public opinion survey to examine the international views of China. In the U.S., Argentina, the U.K., Canada, Germany, and Ukraine, only about 30% of respondents claim a favorable view of China.
As the COVID-19 pandemic rages in the U.S., as many as 73% of U.S. respondents view China unfavorably.
Recently, the C.C.P. is losing its focus by continuously shifting targets. In fact, I believe there is no need for the C.C.P.to rely on nationalistic appeals, since in this new century values, business relations, and fair competition are all far more important than greater than delusive blood ties.
China lies only 130 kilometers away from us. Of course, we welcome dialogue and seek to avoid misjudgments. But we also distinguish between the C.C.P. and China. While we do welcome dialogue, but we will not be coerced to talk under unjust preconditions or in fear.
The only fair prerequisites are those of reciprocity, mutual respect as well as fairness and openness with respect for the rule of law.
Source: Pew Research Center
最近看到紐約時報中文版的一篇文章
<美國的川普,中國的「川建國」>,其中一小段是這樣的
「在中國,人們戲稱川普的中文名字是川建國。那是因為建國是共產黨愛國者中一個普遍的革命人名。它在諷刺地暗示川普對美國的治理不當實際上是在鞏固習近平的政權。」
裡面也提到,川普在任的幾年,國家更分裂,對於氣候變遷,傳統美國盟友,乃至於疫情處理等都相當拙劣,對於美國傳統的自由貿易、人權等價值也基本上都沒有太大興趣。這些方針,導致美國在世界的評價降低,波頓的新書也多有描述。
除此之外,許多不幸相信中共宣傳,又或者是中共圈養的小粉紅,特別故意愛宣傳川普增強中國的威望。
但這不是真的。
中共完全沒有掌握美國做得不夠好的地方,去增強其在世界的領導力。
在2016年時,秘魯的亞太峰會舉行期間,習近平政權爭取(RCEP)及亞太自由貿易區(FTAAP)談判;對比2017年初,美國剛宣布退出TPP,加上中國到「一帶一路」和亞洲基礎設施投資銀行,中國當時在世界全面發揮投資貿易、高科技併購還有其地緣戰略的影響力。
也是那個時候,各種的大國崛起、大國軍工、大國科技的宣傳影片此起彼落,似乎正準備要在世界舞台發光發熱。
這曾經是中共慢慢轉向的一個機會之窗。彼時(2017)美國盟友對美國總統的不信任度達到歷史新高,根據皮尤研究中心的資訊,英國對於美國總統的不信任度達到75%、日本72% 澳洲70% 法國更高達86%
如果那時中共開始有限度的改革,對內放寬言論自由,或者至少維持在胡溫當時的水中,對外追求有責任的基礎建設,逐步緩慢減低不公平的貿易壁壘,對於國有企業改革,增強私營企業、新創企業的活力。
停止對新疆迫害,不干預香港自治,不僅國際形象會大幅改善,哪怕是緩慢但是穩健的改革,也會讓大量吸引外資,讓中國的活力持續前進。
哪怕是什麼都不做也好
那或許有這麽一點可能性,中國「夢」是可以前行的
但是歷史機緣的大門已經關上。
習、禁、停、放棄了這個機會之窗,徹底的走向相反的方向。
更專制、更沒有彈性,更沒有任何制衡的力量。各種戰狼外交,讓瑞典議員提案驅逐中國大使,捷克布拉格市長與台北簽訂姊妹是,就解散上海與該市關係、被美國關閉領事館、各種讓中國形象低下的事情,中共都沒有少做。
中共不但完全沒有辦法取代美國,在多重國內外的衝擊之下,又是瘟疫,又是超大水患,緊接著蝗害,還有進來的糧食不足問題,正在面臨巨大的瓶頸。
而糧食的命脈,卻恰恰又在對他最不信任,對中共價值最反對的國家聯盟
根據皮尤研究中心:Pew Research Center2019調查各國對中國的喜好度,美國、阿根廷、英國、加拿大、德國、烏克蘭等,對於中國的喜好度都在30%上下
而2020疫情後美國對於中國的不信任度,更高達73%。
最近中共在演習,又要玩轉移目標的手段,對於中共,其實不必再有民族主義的同情,因為新的世紀,價值、商業模式、公平競爭的制度大於血緣幻想。
中國離我們只有130公里的距離,我們當然歡迎對話,避免誤判。但我們同時也區分中共與中國,歡迎對話,但不在前提、條件、恐懼之下對話。
如果真的要有前提,那就是對等、尊重,還有公平公開法治的方式會晤。
資料來源:皮尤研究中心:Pew Research Center
(美國著名的民調機構和智庫機構,https://www.pewresearch.org/)
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我在翻文件的時候碰到
Alternatively or additionally
兩個副詞放在句首,真是頭痛不知道要怎麼翻 = =
或者或額外地?
還是
替代地或額外地?
只有Alternatively
我通常會翻 或者
想問問看版上大大們的意見
謝謝!
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