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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【創業大冒險】社會創新大解密⁉
大家都在談『社會創新』,社會創新究竟是什麼?
#唐鳳 社會創新就是「眾人之事,眾人助之。」,任何社會上想解決的問題,大家可以一起組織來想出解決辦法。
就讓我們在這裡一起了解:
什麼是 #社會創新?
核心概念是以「創新」方式來找出解決社會問題方法,帶給整體社會更高的價值!社會創新不拘形式,像是政府單位、非營利組織、企業及大學等等,都可以是執行社會創新的重要推手!
追蹤社會創新平台掌握最新消息 https://si.taiwan.gov.tw/
#數位社會創新(Digital Social Innovation, DSI)又是什麼?
數位社會創新不限於數位平台或工具上的創新,只要在社會創新行動中加入「數位」元素即為「數位社會創新」!
耳熟能詳的案例具備數位社會創新的特色:
群眾集資 #Crowdfunding:如萬人響應集資,讓 #TaiwanCanHelp 廣告登上紐約時報,在廣告刊出後,社群接力二創改圖也是數位社會創新的經典案例。香港銅鑼灣書店在臺灣重啟,透過群眾集資獲得近 600 萬臺幣支持也屬於這類。
地理圖資協作:你知道每年光臺灣就消費 10 億瓶瓶裝水嗎?民間團隊 CircuPlus為了減少瓶裝水造成的塑膠污染跟碳排,與環保署合作,整理飲水機的開放地理圖資,並邀請全臺企業、商圈共同加入,成為奉茶據點,民眾可以透過奉茶 App 新增站點,這樣一來,用自備杯找水喝就更容易,還可以累積點數換商品。另外像是地球公民基金會推出的農地違章工廠回報行動、以及公民科學計畫路殺社也都屬於地理圖資協作喔。
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【Startup Adventure 】Social Innovation Lab Sharing What is social innovation?
Why does everyone talk about "social innovation"? You probably curious about what exactly is social innovation?
Audrey Tang said “everyone’s business, everyone helps.” People work together to find out the solution for solving the problem in society. Now
*Let’s know more about what is “Social innovation”`?
The core concept of social innovation is to find ways to solve social problems in an "innovative" way. Through these innovation ways can create better value to the whole society! Social innovation has no specific form or rules, no matter who you are, you can always be an important part of promoting social innovation!
Follow the newest information here: https://si.taiwan.gov.tw/
*What is “Digital social innovation”?
As long as you add “digital” elements to social innovation actions, it is “Digital Social Innovation (DSI)”.
Here are some successful cases with digital innovation features:
*Crowdfunding:
For example, tens of thousands of people joined the fundraising of “Taiwan Can Help” advertisement to let the advertising appear on the New York Times. After the advertisement published, the community made the second creation of it is also a classic case of digital social innovation. Another example was the Hong Kong’s Causeway Bay Bookstore reopened in Taiwan, it got the support of nearly 6 million Taiwan dollars through crowdfunding as well.
*Geographic Information Cooperation
First example, do you know
Do you know that people in Taiwan use at least 1 billion bottles of bottled water every year? In order to reduce the plastic pollution and carbon emissions caused by bottled water, “CircuPlus” cooperate with the Environmental Protection Agency to sort out the open geographic map of drinking fountains. Besides, CircuPlus invited enterprises to join together and to set more drinking fountains bases in Taiwan. As long as you download the APP, you can not only find the way to get drink but also can easily add new drinking fountain bases as well. Then you can also accumulate CircuPlus points for goods exchanging.
In addition, the “Citizen of the Earth, Taiwan” encouraged people to join the Illegal Factory established on Farmland action, the “Taiwan Roadkill Observation Network” raise people to report the situation of killed animals on roads are also parts of the geographic map information collaboration.
*Open data/open government:
For example, the mask map was been created during this epidemic period. The mask map is a platform that can quickly corresponding to the supply and demand of the amount of masks. This platform was developing by private programmers who use open data provided by the government, so that everyone can get fair information.
You could check the other successful cases such as the Mengdian (super easy to use) using the CC authorized dictionary of the Ministry of Education, and the 2020 Presidents Cup Hackathon, finding a "good planting land in Taiwan" suitable for tree planting public land as well.
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【#迷上英式英文】英國首相Boris Johnson宣布全英禁足演說:"In this fight each and every one of us is enlisted"
演說全文:
Good Evening,
The coronavirus is the biggest threat this country has faced for decades – and this country is not alone.
All over the world we are seeing the devastating impact of this invisible killer.
And so tonight I want to update you on the latest steps we are taking to fight the disease and what you can do to help.
And I want to begin by reminding you why the UK has been taking the approach that we have.
Without a huge national effort to halt the growth of this virus, there will come a moment when no health service in the world could possibly cope; because there won’t be enough ventilators, enough intensive care beds, enough doctors and nurses.
And as we have seen elsewhere, in other countries that also have fantastic health care systems, that is the moment of real danger.
To put it simply, if too many people become seriously unwell at one time, the NHS will be unable to handle it - meaning more people are likely to die, not just from Coronavirus but from other illnesses as well.
So it’s vital to slow the spread of the disease.
Because that is the way we reduce the number of people needing hospital treatment at any one time, so we can protect the NHS’s ability to cope - and save more lives.
And that’s why we have been asking people to stay at home during this pandemic.
And though huge numbers are complying - and I thank you all - the time has now come for us all to do more.
From this evening I must give the British people a very simple instruction - you must stay at home.
Because the critical thing we must do is stop the disease spreading between households.
That is why people will only be allowed to leave their home for the following very limited purposes:
shopping for basic necessities, as infrequently as possible
one form of exercise a day - for example a run, walk, or cycle - alone or with members of your household;
any medical need, to provide care or to help a vulnerable person; and
travelling to and from work, but only where this is absolutely necessary and cannot be done from home.
That’s all - these are the only reasons you should leave your home.
You should not be meeting friends. If your friends ask you to meet, you should say No.
You should not be meeting family members who do not live in your home.
You should not be going shopping except for essentials like food and medicine - and you should do this as little as you can. And use food delivery services where you can.
If you don’t follow the rules the police will have the powers to enforce them, including through fines and dispersing gatherings.
To ensure compliance with the Government’s instruction to stay at home, we will immediately:
close all shops selling non-essential goods, including clothing and electronic stores and other premises including libraries, playgrounds and outdoor gyms, and places of worship;
we will stop all gatherings of more than two people in public – excluding people you live with;
and we’ll stop all social events, including weddings, baptisms and other ceremonies, but excluding funerals.
Parks will remain open for exercise but gatherings will be dispersed.
No Prime Minister wants to enact measures like this.
I know the damage that this disruption is doing and will do to people’s lives, to their businesses and to their jobs.
And that’s why we have produced a huge and unprecedented programme of support both for workers and for business.
And I can assure you that we will keep these restrictions under constant review. We will look again in three weeks, and relax them if the evidence shows we are able to.
But at present there are just no easy options. The way ahead is hard, and it is still true that many lives will sadly be lost.
And yet it is also true that there is a clear way through.
Day by day we are strengthening our amazing NHS with 7500 former clinicians now coming back to the service.
With the time you buy - by simply staying at home - we are increasing our stocks of equipment.
We are accelerating our search for treatments.
We are pioneering work on a vaccine.
And we are buying millions of testing kits that will enable us to turn the tide on this invisible killer.
I want to thank everyone who is working flat out to beat the virus.
Everyone from the supermarket staff to the transport workers to the carers to the nurses and doctors on the frontline.
But in this fight we can be in no doubt that each and every one of us is directly enlisted.
Each and every one of us is now obliged to join together.
To halt the spread of this disease.
To protect our NHS and to save many many thousands of lives.
And I know that as they have in the past so many times.
The people of this country will rise to that challenge.
And we will come through it stronger than ever.
We will beat the coronavirus and we will beat it together.
And therefore I urge you at this moment of national emergency to stay at home, protect our NHS and save lives.
Thank you.
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