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/
public transportation中文 在 Roger Chung 鍾一諾 Facebook 的最讚貼文
今早為Asian Medical Students Association Hong Kong (AMSAHK)的新一屆執行委員會就職典禮作致詞分享嘉賓,題目為「疫情中的健康不公平」。
感謝他們的熱情款待以及為整段致詞拍了影片。以下我附上致詞的英文原稿:
It's been my honor to be invited to give the closing remarks for the Inauguration Ceremony for the incoming executive committee of the Asian Medical Students' Association Hong Kong (AMSAHK) this morning. A video has been taken for the remarks I made regarding health inequalities during the COVID-19 pandemic (big thanks to the student who withstood the soreness of her arm for holding the camera up for 15 minutes straight), and here's the transcript of the main body of the speech that goes with this video:
//The coronavirus disease 2019 (COVID-19) pandemic, caused by the SARS-CoV-2 virus, continues to be rampant around the world since early 2020, resulting in more than 55 million cases and 1.3 million deaths worldwide as of today. (So no! It’s not a hoax for those conspiracy theorists out there!) A higher rate of incidence and deaths, as well as worse health-related quality of life have been widely observed in the socially disadvantaged groups, including people of lower socioeconomic position, older persons, migrants, ethnic minority and communities of color, etc. While epidemiologists and scientists around the world are dedicated in gathering scientific evidence on the specific causes and determinants of the health inequalities observed in different countries and regions, we can apply the Social Determinants of Health Conceptual Framework developed by the World Health Organization team led by the eminent Prof Sir Michael Marmot, world’s leading social epidemiologist, to understand and delineate these social determinants of health inequalities related to the COVID-19 pandemic.
According to this framework, social determinants of health can be largely categorized into two types – 1) the lower stream, intermediary determinants, and 2) the upper stream, structural and macro-environmental determinants. For the COVID-19 pandemic, we realized that the lower stream factors may include material circumstances, such as people’s living and working conditions. For instance, the nature of the occupations of these people of lower socioeconomic position tends to require them to travel outside to work, i.e., they cannot work from home, which is a luxury for people who can afford to do it. This lack of choice in the location of occupation may expose them to greater risk of infection through more transportation and interactions with strangers. We have also seen infection clusters among crowded places like elderly homes, public housing estates, and boarding houses for foreign domestic helpers. Moreover, these socially disadvantaged people tend to have lower financial and social capital – it can be observed that they were more likely to be deprived of personal protective equipment like face masks and hand sanitizers, especially during the earlier days of the pandemic. On the other hand, the upper stream, structural determinants of health may include policies related to public health, education, macroeconomics, social protection and welfare, as well as our governance… and last, but not least, our culture and values. If the socioeconomic and political contexts are not favorable to the socially disadvantaged, their health and well-being will be disproportionately affected by the pandemic. Therefore, if we, as a society, espouse to address and reduce the problem of health inequalities, social determinants of health cannot be overlooked in devising and designing any public health-related strategies, measures and policies.
Although a higher rate of incidence and deaths have been widely observed in the socially disadvantaged groups, especially in countries with severe COVID-19 outbreaks, this phenomenon seems to be less discussed and less covered by media in Hong Kong, where the disease incidence is relatively low when compared with other countries around the world. Before the resurgence of local cases in early July, local spread of COVID-19 was sporadic and most cases were imported. In the earlier days of the pandemic, most cases were primarily imported by travelers and return-students studying overseas, leading to a minor surge between mid-March and mid-April of 874 new cases. Most of these cases during Spring were people who could afford to travel and study abroad, and thus tended to be more well-off. Therefore, some would say the expected social gradient in health impact did not seem to exist in Hong Kong, but may I remind you that, it is only the case when we focus on COVID-19-specific incidence and mortality alone. But can we really deduce from this that COVID-19-related health inequality does not exist in Hong Kong? According to the Social Determinants of Health Framework mentioned earlier, the obvious answer is “No, of course not.” And here’s why…
In addition to the direct disease burden, the COVID-19 outbreak and its associated containment measures (such as economic lockdown, mandatory social distancing, and change of work arrangements) could have unequal wider socioeconomic impacts on the general population, especially in regions with pervasive existing social inequalities. Given the limited resources and capacity of the socioeconomically disadvantaged to respond to emergency and adverse events, their general health and well-being are likely to be unduly and inordinately affected by the abrupt changes in their daily economic and social conditions, like job loss and insecurity, brought about by the COVID-19 outbreak and the corresponding containment and mitigation measures of which the main purpose was supposedly disease prevention and health protection at the first place. As such, focusing only on COVID-19 incidence or mortality as the outcomes of concern to address health inequalities may leave out important aspects of life that contributes significantly to people’s health. Recently, my research team and I collaborated with Sir Michael Marmot in a Hong Kong study, and found that the poor people in Hong Kong fared worse in every aspects of life than their richer counterparts in terms of economic activity, personal protective equipment, personal hygiene practice, as well as well-being and health after the COVID-19 outbreak. We also found that part of the observed health inequality can be attributed to the pandemic and its related containment measures via people’s concerns over their own and their families’ livelihood and economic activity. In other words, health inequalities were contributed by the pandemic even in a city where incidence is relatively low through other social determinants of health that directly concerned the livelihood and economic activity of the people. So in this study, we confirmed that focusing only on the incident and death cases as the outcomes of concern to address health inequalities is like a story half-told, and would severely truncate and distort the reality.
Truth be told, health inequality does not only appear after the pandemic outbreak of COVID-19, it is a pre-existing condition in countries and regions around the world, including Hong Kong. My research over the years have consistently shown that people in lower socioeconomic position tend to have worse physical and mental health status. Nevertheless, precisely because health inequality is nothing new, there are always voices in our society trying to dismiss the problem, arguing that it is only natural to have wealth inequality in any capitalistic society. However, in reckoning with health inequalities, we need to go beyond just figuring out the disparities or differences in health status between the poor and the rich, and we need to raise an ethically relevant question: are these inequalities, disparities and differences remediable? Can they be fixed? Can we do something about them? If they are remediable, and we can do something about them but we haven’t, then we’d say these inequalities are ultimately unjust and unfair. In other words, a society that prides itself in pursuing justice must, and I say must, strive to address and reduce these unfair health inequalities. Borrowing the words from famed sociologist Judith Butler, “the virus alone does not discriminate,” but “social and economic inequality will make sure that it does.” With COVID-19, we learn that it is not only the individuals who are sick, but our society. And it’s time we do something about it.
Thank you very much!//
Please join me in congratulating the incoming executive committee of AMSAHK and giving them the best wishes for their future endeavor!
Roger Chung, PhD
Assistant Professor, CUHK JC School of Public Health and Primary Care, @CUHK Medicine, The Chinese University of Hong Kong 香港中文大學 - CUHK
Associate Director, CUHK Institute of Health Equity
public transportation中文 在 Eric's English Lounge Facebook 的最佳貼文
[時事英文]「超前部署 」英文怎麼說?
由於最近這個詞出現的頻率很高,所以陸續有同學寫信問我「超前部署」的英文是不是「advanced deployment 」?
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1、「advanced」意味著在「程度/層次」(level)上是更高等的、更高級的,例如:
➣ an advanced English course
進階英語課程/高階英語課程/高級英語課程(相對於初、中級)
➣ advanced learners of English
進階英語學習者/高階英語學習者/高級英語學習者
➣ advanced physics
高等物理
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2、「advanced」也可以表示非常現代的、最新的(modern),例如:
➣ advanced weapon systems
先進武器系統
➣ advanced technology
先進技術/前瞻技術
➣ high levels of unemployment in advanced industrial societies
先進工業社會的高失業率
詳參:https://www.ldoceonline.com/dictionary/advanced
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3、若你想表達某事發生在其他事之前,則須用——「in advance (of something)」。例如:
➣ I should warn you in advance that I’m not a very good dancer.
我應該事先告訴你,我不是一位出色的舞者。
➣ Many thanks, in advance, for your help.
在此先感謝您的幫助。
➣ The Assembly passed legislation which required organizers of demonstrations to apply three days in advance for government approval.
議會通過了立法,要求示威的組織者提前三天申請政府批准。
詳參:https://www.ldoceonline.com/dictionary/advance
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4、在中文的語境裡,「超前部署」本為國軍術語,用於軍事上的部署與配置。因今年疫情而輾轉進入公眾視野,也成為公共衛生的防疫語彙。在英文裡,若想表達兵力上的預置,你可以說:
➣ the early deployment of troops
➣ deploy troops in advance (of something)
➣ deploy troops in preparation (of something)
➣ deploy troops ahead of something
「超前部署」見於國軍「主動防救」的災防思維,國軍採「超前部署、預置兵力、隨時防救」的作法,以因應重大天災對國家安全的威脅。詳參:https://bit.ly/2WuyIXb
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5、在英文裡,「advanced deployment」雖是慣用語,但多用於計算(computing)以及網路管理(network administration),其中涉及較高階的(higher-level)電腦或系統的安裝過程,以利於真實環境裡的高效作業。
詳參:https://bit.ly/3ctnd7T
https://bit.ly/3dGULQ5
若同學知道更多相關用法,歡迎在下方留言與我們分享,畢竟我不是資通專家XD
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6、可能有些文章會使用「advance deployment」來作為「超前部署」的英文用法,以表達對流行疫情所採取的準備措施。但在英文裡,這並不是常見的用法:
That decision did make inconveniences to passengers and losses to THSRC, but that measure in conjunction with Taiwan's “advance deployment” has indeed effectively reduced the risk of people being over-exposed in mass transportation.
詳參:https://yhoo.it/3dHexLq
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7、「超前部署」雖可置於防疫的語境中,但在英文裡並沒有一個全然相應的用法。而在中文與英文的脈絡下,其所關聯的語意也不盡相同。英語使用者通常會這麼說:
❖ 用法A: (early) preventive measures
“A contact-tracing app developed in Singapore as a preventive measure against the coronavirus.”
詳參《紐約時報》:https://nyti.ms/3bjfxDT
“For the general public, basic preventive measures include keeping a safe distance of 1 to 2 metres, washing hands with soap for 20 seconds or using a hand sanitiser, wearing a face mask if crowded situations cannot be avoided and not touching one’s eyes, nose, and mouth.”
詳參《路透社》:https://reut.rs/3fEMZrK
❖ 用法B:「something+prevention measures」也頗為常見
“Efforts are better spent boosting infection-prevention measures at hospitals.”
詳參《經濟學人》:https://econ.st/2YUoMYu
“Vice Premier Chen Chi-Mai shared Taiwan's deployment of big data in our epidemic-prevention measures with two professors visiting from Stanford, C. Jason Wang, director of the Center for Policy, Outcomes and Prevention, and health law scholar Michelle M. Mello.”
詳參中華民國外交部:https://bit.ly/3cnuRk6
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其他可以使用的相關片語:
➣ take protective measures
➣ implement preventive measures
➣ infection prevention and control
➣ early prevention and detection
➣ immediate government intervention
歡迎同學在下方留言,與我們分享更多用法!
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時事英文講義:https://bit.ly/2XmRYXc
時事英文大全:http://bit.ly/2WtAqop
如何使用「時事英文」:https://bit.ly/3a9rr38
#超前部署
#疫情英文
public transportation中文 在 Public Transportation - Getting Around Taiwan 的推薦與評價
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