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2部Youtube影片,追蹤數超過4萬的網紅外國人在台灣-安德鏡頭下的世界,也在其Youtube影片中提到,2013年8月31日是我第一次來到台灣。 剛好已經七年了! 對不起,我說錯了! 我過了超棒的7年!! 我不知道怎麼說我好幸福,即使在那個時候我也不確定自己會做什麼,來台灣是我一生中最好的點子之一。 我決定拍一個有關台灣的影片,這次我不介紹風景或食物。會有點不同。 因為我來這裡已經7年了,所以我決...
「short answer中文」的推薦目錄:
- 關於short answer中文 在 Facebook 的最佳貼文
- 關於short answer中文 在 外國人在台灣-安德鏡頭下的世界 Facebook 的最佳貼文
- 關於short answer中文 在 Miss M's language teaching salon Facebook 的最讚貼文
- 關於short answer中文 在 外國人在台灣-安德鏡頭下的世界 Youtube 的最佳解答
- 關於short answer中文 在 Gigi東京生活情報 Youtube 的最佳解答
- 關於short answer中文 在 開始使用YouTube Shorts 的評價
- 關於short answer中文 在 英文有益思- 【#雅思超實用技巧】 「簡答題」(short-answer... 的評價
- 關於short answer中文 在 Automated Short Answer Grading Using Conventional And ... 的評價
short answer中文 在 外國人在台灣-安德鏡頭下的世界 Facebook 的最佳貼文
4K >> https://youtu.be/6vojxbWWG_o
你有Instagram嗎? 來看看我的:foreignerintw
————————————————————————————
2013年8月31日是我第一次來到台灣。 剛好已經七年了! 對不起,我說錯了! 我過了超棒的7年!! 我不知道怎麼說我好幸福,即使在那個時候我也不確定自己會做什麼,來台灣是我一生中最好的點子之一。
所以我決定拍一個有關台灣的影片,這次我不介紹風景或食物。會有點不同。
因為我來這裡已經7年了,所以我決定分享我在台灣學習的7件事。我認為每個人也應該學習。
影片是英文的,但是有中文字幕,這樣說中文和英文的人都可以認識台灣! 請大家看到最後,也回答最後的問題。 非常感謝!
On August 31 in 2013 it was the first time I arrived to Taiwan. It's been exactly seven years! Sorry, I said it wrong! It's been 7 great years!! I cannot express how happy I am and even at that time I wasn't really sure what I am going to do, coming to Taiwan was one of the best ideas in my life.
Because of that I decided to make a short video about Taiwan. This time it's not about places, it's not about views and food. It's a bit different.
It's because I had been here 7 years, I decided to share 7 things that I learn in Taiwan.. and I think everybody should learn as well.
The video is in English but with Chinese subtitles. This way people who speak Chinese and English can learn about Taiwan! So please watch to the end and make sure you answer the question at the end. Thanks a lot!
short answer中文 在 Miss M's language teaching salon Facebook 的最讚貼文
新生來了(2)-自我介紹篇
解說完班規之後,我會很希望多認識我的學生,因此會希望學生能夠介紹自己,但一般常見的自我介紹只是單方面的敘述,缺乏互動的機會,因此我使用幾個活動,讓自我介紹能夠更有趣及動態。
另外也想要藉由這幾個活動讓學生認知上台發表應有的口條與姿態,培養合作學習的正確分工與態度。溝通表達力其實是英文課的教學目標之一,但這項能力的培養需要時間的累積,絕不可能一蹴可幾,因此在初期階段就要讓學生習慣發表這件事,要讓學生知道,開口表達是英文科的必備技能,此外,合作學習會是之後課堂的教學運作模式,而團隊合作能力也是要長期培養,學生要知道如何分工、運用優勢解決問題和幫助他人,這樣的合作氛圍也是要儘早培養,以期能逐漸達成目標。
自我介紹的活動歷經了一節課的時間,以下我就針對教學步驟進行詳細的說明:
1. 學生撰寫自我資料
教師發下一張紙,請學生寫下基本資料(使用中文,名字在中間,其他的資料寫在四個角落),但我覺得寫下星座血型這種資料有些無趣,因此我請他們回答一些可以探討內心的問題,如:
(1) 你想要跟那個卡通、漫畫或電影人物一起吃晚餐?
(2) 心情不好時想吃什麼水果?
(3) 什麼顏色帶給你安全感?
(4) 最想成為什麼動物?
2. 學生上台自我介紹
挑選幾個人上台自我介紹,指導學生從開場白、介紹詞到最後結語有完整的論述,另外,也引導學生儘量使用英文介紹。
3. 學生交換自我資訊
兩兩學生交換紙上的自我資料,念完自己的資料後,就跟另一個學生交換,然後再用交換過的紙張向別的學生進行介紹直到活動時間結束為止(這個活動的目的在於口語交流,因此要提醒學生不要只是交換紙張,要確實講完資料後再交換)。
4. 找出個人資料的共同點
活動時間結束後,學生回到自己的組內,這時候拿到的紙張並非自己的資料,就手上拿到的紙進行分析,找出這些個人資訊的共同點,例如,性別一樣、有兩個人的姓氏相同、喜歡的顏色是相同色系等等,然後寫在小白板上,接著進行小組發表,請每個小組針對共同點進行分享。
(以上的活動的部分靈感來自遊戲人生-有效有趣的破冰遊戲,由楊田林所著,書中還有很多活動我覺得很適合改編至課堂使用,我會將書本資訊放於留言處,有興趣者可自行購買)
課後省思
1. 教師需要示範且明確的告訴學生您所期待的口語報告是怎麼樣的,從學生的聲量、手勢、眼神、開場白和結語給予示範和指導,這樣學生才知道一個理想的表達是什麼樣貌,才能真正的培養學生的口語表達力。
2. 提醒學生需要適當的分工,假設一組有三個同學,A同學撰寫答案,B同學負責美工,那麼C同學就要負責報告(當然也可以老師自行分配),要讓學生知道,不是能者多(過?)勞,每個人都要為自己的團體付出,而不只是當個旁觀者。
3. 找出共同點可以訓練學生的統整能力,英文課的閱讀訓練經常在訓練學生拿到文章後進行理解、分析和評鑑,這個活動我希望學生拿到資訊要懂得去整理和轉化。同時教師也可以進行態度的教導,在課堂的最後,我告訴學生,只要有心,再怎麼不一樣的人也可以找到共同點,因此不要覺得與你對方不一樣就排斥對方,帶著友善和開放的心,你會更了解對方,也更能找到你與對方的相似之處,就更有助於你的人際關係。
簡單來說,這堂課的目的在於建立師生之間的關係,增進師生間的了解,也讓學生了解英文課的上課模式,培養學生思考和整理資訊的能力,希望這樣的文章對您的教學會有幫助,我們下次見囉!!
After telling all the classroom rules, I would like to know my students better. Next step I will invite my students to introduce themselves. However, I don’t like the ways they used to do. They are usually one-way introductions. I really hope students have more chances to interact with others. Therefore, I designed some activities for them to engage in this section.
On the other hand, I hope my students know more about how to make a good oral presentation. Also, students need to know how to cooperate with each other. In my opinion, the purpose of the language classes is to communicate with other. For the EFL learners like my students, it’s not an easy job. I hope my students understand that English classes are not equal to grammar rules explanation. They must speak up. It’s a long-term process which means that they need to train themselves now.
It took a class to finish all the teaching process. The steps that I went through are as following.
1. Write down the personal information
I gave my students a piece of paper that they wrote down their personal stuff on it (Names in the middle of the paper and other information in the corners). Besides names, I asked them to answer the following questions.
(1) Who do you like to eat dinner with? (Spider man or Captain America)
(2) What fruits will you eat if you are down?
(3) What color brings you a sense of security?
(4) What animal do you want to be?
2. Invite students to introduce themselves on the stage.
I showed how to make a good oral presentation, including the eye contact, opening and conclusion. Then I picked up some students to do it and encourage them to use English.
3. Exchange Activity.
Students read their personal information and exchange with other students. They needed to do it again and again until time ends.
4. Find out the common grounds
Students went back to their groups and checked out the paper they got. They needed to find out something in common from the paper. They wrote the common grounds on the mini white board and shared with other students.
After the class:
1. Taiwanese students aren’t used to express themselves in public. It’s not right. Besides reading and writing, teachers also need to pay attention to their oral expression. Once students used to it, they will amaze you.
2. Teachers must remind students to have team work spirit. They need to work together for the projects. All the group members need to contribute themselves to their teams. Students can’t be the outsiders.
3. The last activity is a good way to train students to read, analyze and evaluate the reading materials. Also, teachers can teach students right attitude toward friendship at the end of the class. Teachers should remind students to open their mind. It will help to find more friends.
In short, the purpose of this class is to build the relationship between the teacher and students. It will help teachers to understand their students better. On the other hand, students will know more about the ways of giving the lessons. I hope this article will do you good. See you!
short answer中文 在 外國人在台灣-安德鏡頭下的世界 Youtube 的最佳解答
2013年8月31日是我第一次來到台灣。 剛好已經七年了! 對不起,我說錯了! 我過了超棒的7年!! 我不知道怎麼說我好幸福,即使在那個時候我也不確定自己會做什麼,來台灣是我一生中最好的點子之一。
我決定拍一個有關台灣的影片,這次我不介紹風景或食物。會有點不同。
因為我來這裡已經7年了,所以我決定分享我在台灣學習的7件事。我認為每個人也應該學習。
影片是英文的,但是有中文字幕,這樣說中文和英文的人都可以認識台灣! 請大家看到最後,也回答最後的問題。 非常感謝!
On August 31 in 2013 it was the first time I arrived to Taiwan. It's been exactly seven years! Sorry, I said it wrong! It's been 7 great years!! I cannot express how happy I am and even though at that time I wasn't really sure what I was going to do, coming to Taiwan was one of the best ideas in my life.
Because of that I decided to make a short video about Taiwan. This time it's not about places, it's not about vistas, neither about food. It's a bit different.
Since I have been here 7 years, I decided to share 7 things that I learnt in Taiwan.. and I think everybody in the world should learn as well.
The video is in English with Chinese subtitles. This way people who either Chinese and English can understand well! So please watch it to the end and make sure you answer the question at the end. Thanks a lot!
0:00 Intro 簡介
0:18 Safety 安全
1:30 Customers Service 客戶服務
2:14 Public Health System 全民健保
2:57 Healthy Lifestyle 健康生活
3:38 Public Toilets 公共厠所
4:15 Business Friendly 商業友善
6:40 Last but not least 最後但同樣重要的
————————————————————————————
喜歡嗎?請分享我的影片!謝謝!
你有Instagram嗎? 來看看我的:foreignerintw
喜歡看我的Facebook? 找 ”外國人在台灣-安德鏡頭下的世界“

short answer中文 在 Gigi東京生活情報 Youtube 的最佳解答
Tokyo Metro 地鐵乘車券(一日/二日/三日券) https://goo.gl/1HySMT
日本民宿折扣coupon https://goo.gl/Txfzrq
提升影片質素及Youtube賺錢 https://goo.gl/iM6BLM
第一次去澀谷Hikarie 的Hikarie Hall,非常建議大家去澀谷 Hikarie的11樓,那裏可以俯瞰整個澀谷!
=============================
❤渋谷系列影片❤
https://goo.gl/z0GUba
=============================
♥我的人氣影片♥
[日本新年福袋] 0中伏購買秘笈 Etude House 2017 化妝品福袋開封
https://youtu.be/geL_KTY8izw
日本便利店/超市奶茶試飲報告
https://youtu.be/iFPbvv2LzB0
日本生活省錢10大法! 錢不夠用? 分享我在日本生活的各種省錢方法!
https://youtu.be/gcSY6LTC2E8
合味道 抹茶海鮮杯麵試食
https://youtu.be/zU-FdI2c6v8
2017日本賞櫻必食! 5款日本便利店櫻花甜點試食分享
https://youtu.be/Y7Kt4T0lVSA
=============================
❤註冊【Odigo日玩客】看我更多的日本旅遊攻略, 分享你的旅遊心得還可以賺錢哦!❤
https://goo.gl/U7BntI
想提升你的youtube 影片質素或為你的頻道提升人氣、甚至乎在youtube 賺錢,大家還可以學我一樣報讀World Youtuber School的網上課程
課程以中文教授,配以筆記,方便隨時查閲復習, 更會定時作直播分享,讓你吸收到最新的知識
詳細連結 https://goo.gl/iM6BLM
購買旅遊產品包括漫遊電話卡,送貨上門時可獲HK$10現金回贈 (全球通用)
https://goo.gl/ZAkOVr
♥聯絡、查詢、合作 gigiblogger@outlook.com
♥歡迎大家為此頻道貢獻字幕 / チャンネル字幕のご提供は大歓迎 / Subtitle contribution welcome
https://goo.gl/Pbu10O
字幕教學 https://support.google.com/youtube/answer/6054623
=============================
❤我的日本旅遊channel, 敬請訂閲 /日本の国内旅チャンネル、登録してね!
https://goo.gl/BcroY6
Gigi東京生活情報 | 東京自由行 | 日本自由行 | 日本生活 | 東京生活 | VLOG | 日本文化 | 東京旅遊景點 | 東京近郊景點 | 日本旅遊景點 | 日本旅行 | 日本自駕遊 | 餐廳 | 美食 | 東京遊 | 東京遊 | 日本遊 | 日本便利店 | 日本超市 | 零食 | 推薦 | 開箱 | 日本化妝品 | 日本藥妝 | 人氣 | 日本人 | 日本語 | 日文 | 日本東京必去 | 日本櫻花 | 日本紅葉 | 東京景點 | 日本景點 | 東京必吃美食 | 東京購物 | 東京一日遊 | 澀谷 | Hikarie
=============================
謝謝收看 Thank you for watching
御覧になっていただきありがとうございます
-~-~~-~~~-~~-~-
Latest Video: "[日本文化] 大阪人不習慣的東京生活! 在日本酒館工作會被非禮嗎?"
https://www.youtube.com/watch?v=wcsyG8FeSh8
-~-~~-~~~-~~-~-

short answer中文 在 英文有益思- 【#雅思超實用技巧】 「簡答題」(short-answer... 的推薦與評價
雅思超實用技巧】 「簡答題」(short-answer questions)是雅思閱讀的常考題型。考生需要根據題目的指示,從閱讀文章中找出一至三個字的答案。 ... <看更多>
short answer中文 在 開始使用YouTube Shorts 的推薦與評價
如果找不到[製作Short] 選項,請確認你使用的是最新版的YouTube 應用程式。瞭解如何更新YouTube 應用程式。 如何錄製Shorts? 如要在YouTube 上製作短片,請按照下列 ... ... <看更多>