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24萬的網紅Kyle Le Dot Net,也在其Youtube影片中提到,Write me on http://Facebook.com/KyleLe.net Buy a T-shirt at http://www.kyleledotnet.zibbet.com 5 years and 7 months in Vietnam. I wish I could live t...
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how will cities change in the future 在 翁琬柔 Joyce Facebook 的精選貼文
拜登的就職典禮上,有個鎂光燈焦點,她是22歲年輕非裔詩人Amanda Gorman,也是有史以來美國總統就職典禮上朗讀詩歌的最年輕詩人,她下台後,美國媒體一致好評,說她的亮眼表現簡直偷走了整個舞台,她ig也硬生生從不到九萬人追蹤,到現在已經有將近兩百六十萬個追蹤者,機會來了,Amanda Gorman成功抓住,也是新的美國夢的代表。
Amanda Gorman來自自由的洛杉磯,去年從哈佛畢業,還在就學的時候就已經嶄露頭角,2017年成為美國第一位National Youth Poet Laureate得主,一直以來她的作品都聚焦在種族平等、反性騷擾等議題,點開影片看看她的朗誦,站在全美國人、全世界的人面前,她台風穩健、絲毫不怯場,用自己的詩作The Hill We Climb抓住了所有人的目光,但我們沒看出來的是,她從小患有語言障礙,無法發出部分字母的音,能這樣站在台上,不知道在台下花了多少努力。
Amanda Gorman在朗誦中強調:「美國人已經體驗過不願同甘共苦、分裂國家的那種力量,這股勢力為了拖延民主發展,也會導致國家被摧毀,但這項行動沒有成功,雖然民主可能遭到耽誤,但是卻永遠不會被擊敗。」她也說:「一個瘦巴巴的黑人女孩,身為奴隸後代,被單親媽媽扶養長大,但是卻能夢想有一天當上總統,現在正在為總統朗誦詩詞。」
五分多鐘的演講,得到全場鼓掌跟歡呼,希望這些激勵人心的詩句,能彌補美國被選舉撕裂的傷痕,我很喜歡她的詩作的結尾,就分享這段不負責翻譯給大家:
當晨曦來臨時 我們可以走出火焰帶來的陰影
When day comes, we step out of the shade of flame
絲毫不畏懼地 讓黎明綻放 只要我們自由釋放
And unafraid, the new dawn blooms as we free it
只要我們足夠勇敢 就永遠能見證光芒
For there is always light if only we’re brave enough to see it
只要我們足夠勇敢
If only we’re brave enough to be it
☀️☀️☀️☀️☀️☀️☀️
以下是Amanda Gorman 《 The Hill We Climb》全文 :
When day comes, we ask ourselves
Where can we find light in this never-ending shade
The loss we carry, a sea we must wade
We’ve braved the belly of the beast
We’ve learned that quiet isn’t always peace
And the norms and notions of what just is
Isn’t always justice
And yet the dawn is ours before we knew it
Somehow we do it
Somehow we’ve weathered and witnessed
A nation that isn’t broken but simply unfinished
We, the successors of a country and a time
Where a skinny black girl descended from slaves
And raised by a single mother
can dream of becoming president
only to find herself reciting for one
And yes we are far from polished, far from pristine
But that doesn’t mean
We are striving to form a union that is perfect
We are striving to forge a union with purpose
To compose a country committed
To all cultures, colors, characters, and conditions of man
And so we lift our gazes not to what stands between us
But what stands before us
We close the divide because we know
To put our future first
We must first put our differences aside
We lay down our arms
So we can reach out our arms to one another
We seek harm to none and harmony for all
Let the globe, if nothing else, say this is true:
That even as we grieved, we grew
That even as we hurt, we hoped
That even as we tired, we tried
That we’ll forever be tied together
Victorious not because we will never again know defeat
But because we will never again sow division
Scripture tells us to envision that everyone
Shall sit under their own vine and fig tree
And no one shall make them afraid
If we’re to live up to our own time,
Then victory won’t lighten the blade
But in all the bridges we’ve made
That is the promise to glade
The hill to climb if only we dare it
Because being American is more than a pride we inherit
It’s the past we step into and how we repair it
We’ve seen a force that would shatter our nation rather than share it,
Would destroy our country if it meant delaying democracy
And this effort very nearly succeeded.
But while democracy can be periodically delayed,
It can never be permanently defeated.
In this truth, in this faith we trust
For while we have our eyes on the future
History has its eyes on us.
This is the era of just redemption we feared
At its inception we did not feel prepared
To be the heirs of such a terrifying hour
But within it we found the power
To author a new chapter
To offer hope and laughter to ourselves
So while once we asked, how could we possibly prevail over catastrophe?
Now we assert: how could catastrophe possibly prevail over us?
We will not march back to what was but move to what shall be,
A country that is bruised but whole,
Benevolent but bold, fierce, and free
We will not be turned around or interrupted by intimidation
Because we know our inaction and inertia
Will be the inheritance of the next generation
Our blunders become their burdens but one thing is certain:
If we merge mercy with might and might with right
Then love becomes our legacy, and change our children’s birthright
So let us leave behind a country better than the one we were left
With every breath from my bronze, pounded chest
We will raise this wounded world into a wondrous one
We will rise from the gold-limbed hills of the west
We will rise from the windswept northeast
Where our forefathers first realized revolution
We will rise from the lake-rimmed cities of the Midwestern states
We will rise from the sunbaked south
We will rebuild, reconcile, and recover
In every known nook of our nation, in every corner called our country
Our people diverse and beautiful will emerge, battered and beautiful
When day comes, we step out of the shade of flame
And unafraid, the new dawn blooms as we free it
For there is always light if only we’re brave enough to see it
If only we’re brave enough to be it
影片來源:Biden Inaugural Committee
how will cities change in the future 在 許毓仁 Facebook 的精選貼文
今天是美國第46任總統 Joe Biden 和 副總統Kamara Harris 宣誓就職典禮,在川普四年執政後,這個國家需要修補傷痛、消泯分歧。
Biden 強調 團結 (unity)、Harris 是第一位亞裔女性從政者打破天花板當上副總統位置,值得慶賀。
而今天就職典禮最令人感動的,我認為非屬 Amanda Gorman,這位年輕的非裔美籍詩人,用她誠懇而堅定的聲音喚醒美國民主社會的良知,也為過去幾週的混亂和未來的不確定性注入了希望。
美國畢竟是世界強國,她的穩定和經濟繁榮和包容和民主實踐是國際社會賴以維持秩序和運作重要指標。
過去的四年充滿不確定性,將來四年或許也是相當不確定,人們如何在不確定(uncertainty)下自處,因為新冠肺炎帶來的社會疏離冷漠,在心靈上如何面對孤單和在務實面上如何重振經濟和國際秩序都是拜登要面對的課題。
這首The Hill We Climb 我聽了好幾次,相當感動,或許在詩裡可以得到一些答案吧。
———————
“The Hill We Climb”
Amanda Gorman
When day comes we ask ourselves, where can we find light in this never-ending shade? The loss we carry, a sea we must wade. We’ve braved the belly of the beast, we’ve learned that quiet isn’t always peace and the norms and notions of what just is, isn’t always justice. And yet the dawn is ours before we knew it, somehow we do it, somehow we’ve weathered and witnessed a nation that isn’t broken but simply unfinished.
We, the successors of a country and a time where a skinny black girl descended from slaves and raised by a single mother can dream of becoming president only to find herself reciting for one. And, yes, we are far from polished, far from pristine, but that doesn’t mean we are striving to form a union that is perfect, we are striving to forge a union with purpose, to compose a country committed to all cultures, colors, characters and conditions of man.
So we lift our gazes not to what stands between us, but what stands before us. We close the divide because we know to put our future first, we must first put our differences aside. We lay down our arms so we can reach out our arms to one another, we seek harm to none and harmony for all.
Let the globe, if nothing else, say this is true: that even as we grieved, we grew, even as we hurt, we hoped, that even as we tired, we tried, that we’ll forever be tied together victorious, not because we will never again know defeat but because we will never again sow division.
Scripture tells us to envision that everyone shall sit under their own vine and fig tree and no one should make them afraid. If we’re to live up to our own time, then victory won’t lie in the blade, but in in all of the bridges we’ve made.
That is the promise to glade, the hill we climb if only we dare it because being American is more than a pride we inherit, it’s the past we step into and how we repair it. We’ve seen a force that would shatter our nation rather than share it. That would destroy our country if it meant delaying democracy, and this effort very nearly succeeded. But while democracy can periodically be delayed, but it can never be permanently defeated.
In this truth, in this faith, we trust, for while we have our eyes on the future, history has its eyes on us, this is the era of just redemption we feared in its inception we did not feel prepared to be the heirs of such a terrifying hour but within it we found the power to author a new chapter, to offer hope and laughter to ourselves, so while once we asked how can we possibly prevail over catastrophe, now we assert how could catastrophe possibly prevail over us.
We will not march back to what was but move to what shall be, a country that is bruised but whole, benevolent but bold, fierce and free, we will not be turned around or interrupted by intimidation because we know our inaction and inertia will be the inheritance of the next generation, our blunders become their burden. But one thing is certain: if we merge mercy with might and might with right, then love becomes our legacy and change our children’s birthright.
So let us leave behind a country better than the one we were left, with every breath from my bronze, pounded chest, we will raise this wounded world into a wondrous one, we will rise from the golden hills of the West, we will rise from the windswept Northeast where our forefathers first realized revolution, we will rise from the lake-rimmed cities of the Midwestern states, we will rise from the sunbaked South, we will rebuild, reconcile, and recover in every known nook of our nation in every corner called our country our people diverse and beautiful will emerge battered and beautiful, when the day comes we step out of the shade aflame and unafraid, the new dawn blooms as we free it, for there is always light if only we’re brave enough to see it, if only we’re brave enough to be it.
http://user12976.piee.pw/3anxvm
how will cities change in the future 在 Kyle Le Dot Net Youtube 的最佳解答
Write me on http://Facebook.com/KyleLe.net
Buy a T-shirt at http://www.kyleledotnet.zibbet.com
5 years and 7 months in Vietnam.
I wish I could live there longer, but in order for me to have the future that I want, I need to change the direction of my life and leave.
First, I have been living off and using the money I have made from teaching in order to grow my channel by constantly producing videos. It was an investment that hasn’t had much financial rewards, but I have gained priceless friendships and experiences. Everything happens for a reason. This lifestyle has been possible for the past few years when I decided to focus more on YouTube full time thing. However, it just hasn’t worked out as I thought it would. YouTube earnings are just too low. Other business ventures designed to keep the YouTube channel functioning has not been successful. I am not very good at business. T-shirts and tour endorsements have not been doing well and I refuse to be too commercialized on my channel and try to sell too many things because it takes away from my artistic commitments. Remember, I did YouTube for fun and to share moments with my friends and family. I want to return to those days where it was a hobby for me.
Second, my parents are getting older and so am I. As an only son, I have to own up to certain responsibilities and I cannot live a life and in a place that constantly worries my mother. Despite everything that I have shown and proven about how modern and safe Vietnam can be, even after hundreds and hundreds of videos of Vietnam, my mother still cannot be convinced. I am her only son after all. So in her eyes, anywhere but Vietnam, which is fine. Easing her worry would make her happier. Plus, with the recent deaths of my grandfather, cousin’s husband, and my uncle, it made me realize more than ever that reconnecting with my parents when I do have the chance is a smart idea.
Third, I am obsessed with progress. I want to develop myself professionally further. I want to obtain a master’s degree, I want to try background acting, I want to gain the skills that would make me a better well rounded individual and leaving Vietnam would give me different perspectives. I loved teaching and value education dearly. If the situation was right for me and conditions were more proper, I wouldn’t mind returning to it one day- but not in Vietnam. I’ve taught in Vietnam already. Change is good. And I know you guys think that I have an amazing dream life, and I really think so too, but it just wasn’t sustainable enough for me to risk my 30s unless something major happens. I know America or Europe might be boring, but it’s not to me. Not yet at least.
But, the bottom line is, I’ve done it. I’ve traveled extensively in Vietnam and have brought you so many new and familiar places. I’m proud of that. I’m proud that I was committed and passionate to something with vigor. Vietnam just wasn’t an experience for me. It was my life. I am so happy to have been able to share parts of my life through cinematography with you guys. Thank you for caring about me and if you hate my guts, then I still hope these videos over the years have been at least a little bit valuable to you as they have been to me and my life.
I am incredibly sorry if this news makes anyone feel disappointed. It was not an easy decision to make and again, I am so sorry. I still want to make videos as a hobby and not as a job. After so many years and almost two years of almost full time work, it just isn’t where I need it to be. So instead of riding the ship until it sinks or become stale, I rather change course. I haven’t been able to do that for myself now yet, so I want to pivot and change. I will try my best to release as many videos as possible moving forward because there is still a lot of great Vietnam related content backed up and waiting to be edited. However, in the future if I cannot consistently release videos- weekly or twice a month or something, then I will end my Patreon and no longer accept contributions for videos….Again, thank you to everyone who supported me on Patreon. Every dollar goes back to video creating. I have tried my best to keep doing this for as long as I can, but it is time for me to pivot. Not quit, pivot. Stay tuned many more videos coming your way! You don’t want to miss out!
I will also be in Italy in a few days. If anyone is in Europe, especially anywhere in Eastern Europe and can host me or just meet up and share stories with me, please reply back to this. The same goes for anyone in America as well. I will try to visit as many American cities as possible to understand America and Canada a lot more. If anyone can offer me a couch or even a floor, I would be much appreciative of that.
If there’s any questions or concerns, feel free to write me. Thank you again for your support. This is a very sad, scary, but exciting time for me and I sincerely appreciate you guys being a part of my life.
how will cities change in the future 在 Kyle Le Dot Net Youtube 的最佳貼文
What is Halloween like in Vietnam? Well major cities like Saigon have been adopting the western tradition more and more each year. People will wear costumes and face paint and go into various parts of the city like the backpacker's area or Nguyen Hue St. Many people will also go to clubs. Trick or treating is not really a thing yet but who knows, in the future it might all change.
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About Me: I'm Kyle Le and I live, travel, and eat in Vietnam and many Asian countries. I'm passionate about making videos and sharing modern Asia to the world. I've traveled everywhere in Vietnam, from Hanoi to Saigon - Far North, Central Highlands, Islands, and Deep Mekong Delta - I've visited there. In addition to 10+ countries in Asia from Indonesia to Thailand to Singapore, you'll find all of my food, tourist attractions, and daily life experiences discovering my roots in the motherland on this amazing journey right on this channel. So be sure to subscribe- there's new videos all the time and connect with me below so you don't miss any adventures.
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