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/
information science中文 在 國立臺灣大學 National Taiwan University Facebook 的最讚貼文
【國立臺灣大學109學年度畢業典禮 致詞代表 資訊工程學系韓哈斯】
Student Address, National Taiwan University Commencement 2021
International student Seth Austin Harding from Department of Computer Science and Information Engineering
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校長、教授、以及在螢幕前的各位同學,大家好。非常感謝臺大給我這個機會。我是韓哈斯,來自美國華盛頓特區。我會以自身的真實經驗出發,來跟大家分享臺大帶給我的收穫。
我當初為什麼選擇來台灣求學呢?我小時候非常喜歡看武打片,然後我十歲的時候去看了一部電影叫做「功夫熊貓」。這部電影成為了我最喜歡的電影,主角「阿波」的故事跟我的故事很像。我看完了之後就決定要開始學功夫,所以去了「美國武術學院」。那個時候我每天都聽旁邊的人講中文,到了高中我就決定開始學中文。當時我遇到了一位貴人,她是從台北到美國來教書的中文老師,她教的課是我當時最喜歡的課,我每天去她的教室跟好朋友練習。到了高中畢業時,我是全高中中文最好的非母語人士。同時,我第二喜歡的課程是電腦科學,那時候我是程式能力數一數二的學生。後來在成功錄取夢寐以求的學校:臺灣大學之後,我感到雀躍不已,因為我既可以繼續學習中文,也可以持續在世界頂尖的學府中,往電腦科學的方向精進自我。
不過老實說,當我回顧大一的時期,我也曾迷失自我。雖然我修了很多很多的中文課,但是我那時只聽得懂大概一半的課程內容。跟大家對美國人的印象不同,我其實很害羞,也很害怕舉手提問,我甚至不太敢參與社交,所以當時朋友也很少。我開始想家,也變得有一點憂鬱。那時籃球是我唯一的紓壓方式。
但更不幸的是,我在打籃球時弄傷了我的前十字韌帶,做了兩次手術,需要一年半才能恢復。許多的負面情緒壓得我喘不過氣。我被困在人生的低谷,不知如何是好。我覺得我的中文不夠好,我也被診斷出失眠跟ADHD,另外,美國高中的數學太簡單了,來這邊不夠用。種種壓力讓我足不出戶,找不到自己的人生方向。後來,我向臺大心輔中心以及我的心理醫師尋求協助,然後我也開始跟系上有更多互動。有一位教授叫徐宏民跟我說,"Never give up",雖然那時候我覺得這句話太過於簡化了我的問題,不過,在我仔細思考了一個禮拜之後,我下定決心,發誓不讓自己被這些事擊敗。我決定要克盡全力,認真做好每件事。這是我人生的轉捩點,我開始變得異常自律。當時廖世偉教授和洪士灝系主任帶我進入它們的研究室鑽研學術。這重燃了我對資訊工程的熱忱,提醒了我當初會愛上這個領域的原因。我開始研究人工智慧以及區塊鏈,也開始跟其他系上同學交朋友,一起成立臺大人工智慧應用社NTUAI。NTUAI現在是校內頗具規模的技術研究社團,致力於推廣人工智慧給任何對該領域有熱忱的學生。歡迎加入NTUAI,可以掃描我們的QR CODE。
最近,由於疫情的緣故,我已經一年半沒回美國了。但是沒關係,因為我已經找到了我第二個家。我很愛臺大,以及台灣的人事物。雖然我經歷了人生的低潮,但這裡的一切總是給我滿滿的祝福與協助。最後,我想送給大家「功夫熊貓」裡的一句台詞: "You just need to believe"。只要用樂觀的態度去面對困難,就有能力改變自己,甚至改變身旁所愛的人。就像阿波的父親說的,"心誠則靈,只要你相信,點石就能成金。根本沒有什麼秘笈。只有你。"謝謝大家。
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President, professors, and classmates, I'm very honored to be here. Thank you to NTU for giving me this opportunity. My name's Seth Austin Harding, and I'm from the D.C. metropolitan area. I'm going to tell a real story that's personal but that's relatable and what I see as the real me.
What motivated and guided me to take my undergraduate studies in Taiwan? When I was very young, I really loved watching kung fu movies, and when I was 10 years old, I went to the theater to watch "Kung Fu Panda". This became my favorite movie as I felt like the story of the main character Po was one to which I could very much relate. After watching this movie, I decided that I wanted to start learning kung fu, so I went to the United States Wushu Academy. At the time, I began hearing Mandarin on a daily basis, so when I was in high school, I decided to begin formally studying Chinese. It ended up being my Chinese teacher from Taipei who was my favorite teacher who taught my favorite class, so I decided I'd hang out in the Chinese classroom every day and practice lots. By the time graduation came around, I had attained the highest proficiency in Chinese among any non-native speaker in my school. My second favorite class was computer science, and I ended up attaining among the best coding skills in my school. After getting accepted to the school of my dreams -- National Taiwan University -- I felt honored, humbled, and excited; I could now spend time at among the world's finest universities studying Chinese and at the same time advancing my knowledge of computer science.
But when I look back at my freshman year, to be honest with you, I didn't know what I was doing. Despite having taken very many Chinese classes, when I went to the NTU lectures, I understood only about half of what the teachers were saying. Contrary to most people's impressions of an American, I was actually too shy to raise my hand, to ask questions, or to even meet with teachers after class, so I had very few friends at the time. I started to become homesick and depressed. At that time, I found that basketball was the only way I knew of relieving my stress. However, while playing basketball, I had torn my ACL and it would take two surgeries and a year and a half in time to fully recover. At this point, I felt caught between a rock and a hard place. In fact, this was the lowest point of my life, and I didn't know what to do. I felt like my Chinese wasn't good enough, I had been diagnosed with insomnia and ADHD, and I felt like the math taught in America was too simple to allow for me to keep up with my classmates. I was under immense pressure, and at this time, I lost any sense of purpose or direction. Later on, I went to seek help from NTU counseling, from my psychiatrist, and from my department. I reached out to Professor Winston Hsu from CSIE, and he told me this: "Never give up"; it was such an oversimplified way to approach such a complex series of problems, I had thought. However, I pondered these words intensely for one week, and by the end of that week, I had made a firm decision. This would NOT be another example of me giving up. I decided to go all out, to work diligently and passionately on all tasks at hand. This was the turning point of my life; I started to discipline myself to a very high degree. At this time, I met my then-to-become advisors Professor Shih-Wei Liao and Professor Shih-Hao Hung and entered their labs to begin research. Finally, the passion that I had for computer science that I had previously held in high school was kindled again, and I was finally reminded why I loved this field. I began my research life in blockchain and AI, and at the time I entered the lab, I also began creating NTUAI. NTUAI is now a large and highly successful NTU club that is dedicated to the research and public understanding of AI. Welcome one and all to join us; please scan our QR code here.
For a year and a half I haven't returned to America because of covid. But not to worry; I have found my second home, away from home. I love it here in NTU and I cherish all of the things I've had the privilege to experience in Taiwan. I've gone through the most difficult of struggles in my life here, but I've also had the most fortunate and blessed of experiences. To conclude, I'd like to quote a line from "Kung Fu Panda": "You just need to believe". As long as you are willing to adopt an optimistic attitude in facing challenges and hardships, you may become a positive force in changing the lives of those around you as well as your own life. It all depends on how you view it; just like what Po's father says, "there is no secret ingredient. It's just you." Thank you, everyone.
詳見:
https://www.facebook.com/NTUCommencement/posts/2718185771805180
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#臺灣大學 #畢業典禮 #NTUCommencement2021 #學生致詞代表 #臺大資訊工程學系 #韓哈斯 #SethAustinHarding
information science中文 在 辣媽英文天后 林俐 Carol Facebook 的精選貼文
大學對你而言,是什麼模樣?
大學生活,真的如你想得這麼一般嗎?
橫跨成功大學十大學院四十六個科系的營隊
「大學生活體驗營」開始報名了!
還在對自己未來的志向感到迷惘嗎?
大學生活體驗營有上百位成大在學生
陪你們一起剝開迷霧,走出迷途!
這個暑假,跟我們一起「拾起」未來的自己吧👍🏼
感謝成大的侯學長提供「成大科系餐」
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🏫 俐媽英文教室—大學科系篇:
❤️ 文學院 College of Liberal Arts
•中文系(中國文學系)
Department of Chinese Literature
•外文系(外國文學系)
Department of Foreign Languages and Literature
•歷史系(歷史學系)Department of History
•台文系(台灣文學系)
Department of Taiwanese Literature
🧡 理學院 College of Science
•數學系(數學系)
Department of Mathematics
•化學系(化學系)
Department of Chemistry
•物理系(物理學系)
Department of Physics
•地科系(地球科學系)
Department of Earth Sciences
•光電系(光電科學與工程學系系)
Department of Photonics
💛 管理學院 College of Management
•會計系(會計學系)
Department of Accountancy
•統計系(統計學系)
Department of Statistics
•企管系(企業管理學系)
Department of Business Administration
•交管系(交通管理學系)
Department of Transportation and Communication Management Science
•工資管系(工業與資訊管理學系)
Department of Industrial and Information Management
💚 工學院College of Engineering
•機械系(機械工程學系)
Department of Mechanical Engineering
•化工系(化學工程學系)
Department of Chemical Engineering
•土木系(土木工程學系)
Department of Civil Engineering
•材料系(材料科學及工程學系)
Department of Materials Science and Engineering
•水利系(水利及海洋工程學系)
Department of Hydraulic and Ocean Engineering
•工科系(工程科學系)
Department of Engineering Science
•系統系(系統及船舶機電工程學系)
Department of System and Naval Mechatronic Engineering
•航太系(航空太空工程學系)
Department of Aeronautics and Astronautics
•資源系(資源工程學系)
Department of Resources Engineering
•環工系(環境工程學系)
Department of Environmental Engineering
•醫工系(生物醫學工程學系)
Department of Biomedical Engineering
•測量系(測量及空間資訊學系)
Department of Geomatics
•能源學程(能源國際學士學位學程)
International Bachelor Degree Program on Energy
💙 電機資訊學院College of Electrical Engineering and Computer Science
•電機系(電機工程學系)
Department of Electrical Engineering
•資訊系(資訊工程學系)
Department of Computer Science and Information Science
💜 社會科學院 College of Social Science
•政治系(政治學系)
Department of Political Science
•經濟系(經濟學系)
Department of Economics
•法律系(法律學系)
Department of Law
•心理系(心理學系)
Department of Psychology
🖤 規劃與設計學院 College of Planning and Design
•建築系(建築學系)
Department of Architecture
•都計系(都市計劃學系)
Department of Urban Planning
•工設系(工業設計學系)
Department of Industrial Design
🤍 生物科學與科技學院College of Bioscience and Biotechnology
•生科系(生命科學系)
Department of Life Sciences
•生技系(生物科技與產業科學系)
Department of Biotechnology and Bioindustry Sciences
🤎 醫學院College of Medicine
•藥學系(藥學系)
Department of Pharmacy
•護理系(護理學系)
Department of Nursing
•牙醫系(牙醫學系)
Department of Dentistry
•物治系(物理治療學系)
Department of Physical Therapy
•職治系(職能治療學系)
Department of Occupation Therapy
•醫學系(醫學系)
Department of Medicine
💟 第十學院 CollegeX
•不分系(全校不分系學士學位學程)
Cross College Elite Program
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這是成大所有科系聯合一起辦的營隊,
俐媽的學生可以知道成大有什麼科系,
及早了解、準備充足💪🏻💪🏻💪🏻
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#俐媽英文教室
#俐媽英文教室大學科系篇
#台大明明的孩子超前佈局
information science中文 在 [华人故事]痴情小提琴制作四十年|CCTV中文国际 - YouTube 的美食出口停車場
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