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/
journal of economic growth 在 貓的成長美股異想世界 Facebook 的最佳貼文
🌻上周六的估值會議影片, 已經將part 1上傳至YouTube. 股友分享的case study之後會再分享:
https://www.youtube.com/watch?v=qvSFMAKkOo8
謝謝參與的股友們!
🌻整理了一下最近的一些市場狀態(from WSJ):
1. S&P 500很安靜; 從去年10月後, 就沒有超過5%的修正.
(上次SPY那麼安靜, 是在2017時(那時候的安靜期也比現在長), 接下來在2018就有一個劇烈的修正).
2. Russell 2000盤整了一段時間
-->有可能是之前漲多了(或是投資人在觀望經濟前景?); 財報好的話, 或許能繼續推升(the outsize earnings growth by small-caps is expected to continue throughout the year, with Russell 2000 profits projected to more than quadruple (四倍) from a year earlier in the third quarter, while S&P 500 earnings rise above 25%).
The Russell 2000 traded at the end of June at 17.7 times its projected earnings over the next 12 months, compared with 21.5 times for the Russell 1000 large-cap index, according to BofA Global Research.
Analysts at RBC Capital Markets said in a recent research report that small-cap stocks have tended to outperform large-caps when economic growth is above its long-term average. That is expected to be the case this year and next, but potentially not in 2023, they wrote.
“Small-caps being more sensitive to economic acceleration, as that slows down, I think the relative attractiveness of small-caps will subside a little bit,” said David Joy, chief market strategist at Ameriprise Financial Inc.
https://www.wsj.com/articles/small-stocks-look-to-extend-winning-streak-11625650200
3. TINA(there is no alternative to stocks)
因為低利率以及紓困案, 資金充裕, 跑到股市, 但因投資人對經濟前景的不確定性(可能也加上散戶投資人資金充沛), 導致類股輪動劇烈(sharp & swift), 也導致成長股與價值股的正相關性變低(近期兩者是同時在漲)(“You’ve got lots of volatility within the market buy not a lot of volatility of the market.”)
4. 而上周的Fed會議紀錄, 也顯示出官員們開始debate何時要做資金退場的動作.
Fed的動作, 以及接下來的財報季, 會給投資人一個方向. 也要注意labor market(“It hasn’t made enough progress” for the Fed to pull back on stimulus programs”).
5. 目前的一些問題: Delta variant, labor shortage, bottleneck(供應鏈), etc.
🌻Q3的財報季要開始了. 本周由銀行股打頭陣. 附上本周發表公司財報一覽表.
🌻有不少年輕世代, 會利用交友軟體, 來找普通朋友, 不是用軟體來找對象.
In a recent survey of more than 300 members of Generation Z aged 16 to 24 in the U.S., 35% said they have used dating apps to make platonic friends over the past 12 months, according to OnePulse, a consumer insight app and web portal, which conducted the poll for The Wall Street Journal. Nearly 27% said they used dating apps to make friends because they were lonely in lockdown. More women than men—39% vs. 29%—said they used dating apps to make platonic friends.
Looking for a Friend Without Benefits? Try Match, Bumble and Tinder.
https://www.wsj.com/articles/looking-for-a-friend-without-benefits-try-match-bumble-and-tinder-11625675336
Picture: Feeling agitated. 被關了一年多, 其實最想去的地方之一, 是美術館, 或是博物館. 在YouTube上看影片的感覺, 就是跟現場親臨不一樣. Anyway. 從今天開始, 我會把之前從museums拍到的一些照片在這邊分享. 也算是做個回憶. 下面這張是Washington D.C.的National Art Gallery所珍藏的Magnolia: https://www.nga.gov/collection/art-object-page.93464.html
journal of economic growth 在 歷史哥澄清唬 Facebook 的最讚貼文
【澄清唬爆米花教室:被大內宣淹沒的美國總統署名投書】
先說這篇沒有圖,因為太重要不能亂放圖
在歷史上,從沒有美國總統親自投書到中華民國的報紙。但是在109年10月22日,美國總統參選人拜登以「More Prosperous Future For Our Families」(定稿中文標題:為我們家庭更繁榮的未來),以華人為主體,台灣人為核心訴求,投書聯合報系的世界日報,強調他願意與中國合作而非對抗,鄙棄川普的仇中獵巫,願意與華人聯手,但更重視台灣人的健保經驗,不願台灣人為美國火中取栗而是共同繁榮。
但在一片大奇特的大內宣中,美國總統參選人的投書竟然在台灣地區被忽視。且不說拜登明明在聲譽卓著的 IBD/TIPP民調持續領先,比起川普根本鼓吹台灣人火中取栗(你對抗,我賺軍火,去跟大陸人死嗑來增加我談判勒索本錢)。
拜登不只親自署名投書,還誠懇說明他對台灣/兩岸的四大重點,根本是史上最誠懇與重要的待遇。既然親綠親川普主流媒體不報,那福編來報。
★
一、拜登堅持稱台灣是 leading democracy (領導性的民主政體),表示其無意支持台獨立場(不稱國家)
二、拜登大篇幅強調川普仇中、卸責不科學的推卸問題給中國,造成亞裔的困擾與災難,而這不是美國總統應為。(打了那些整天喊支那賤畜以為自己就會成為高等美國人的台灣地區背祖中國人的臉)
三、拜登大談健保對一般百姓重要性,表示他珍視台灣的健保經驗,也是未來與台灣的合作重心。
四、與其獵巫與仇中,他更重視與中國的合作,希望聯盟對世界更有幫助(雖然舉例醫療與氣候,但也只是舉例) 表示願意以兩大強權的合作,謀取更多世界利益。
其他我 不多說,請看原文與譯文。
#拜登給中華民國台灣與聯合報系的面子真的太大了
#聯合報系真正展現實力
#美國總統投書首中華民國系報紙
#大內宣只在意把我們當馬前卒的喇叭川普
為我們家庭更繁榮的未來/前副總統喬瑟夫.拜登
時局多艱,我們國家處在十字路口,正面臨疾病大流行、經濟大衰退,和一場將決定我們未來很長一段時間的選舉。
今年 我們看到美國最好的一面
今年,我們看到美國最好的一面引領我們向前:英勇的醫師、護士、日常雜貨商、餐館業主、必要行業工作者 — 而其中,包括許許多多的亞裔美國人。
今年 我們也看到美國最糟情況
但我們也看到最糟的情況:亞裔美國人誤因新冠病毒遭仇視的行為比比皆是,某種程度上,是因為川普總統發布的仇恨言論所致。亞裔美國人被責備、被唾罵、被攻擊;家園、商家和汽車被侮辱性標記破壞;年幼的孩童被刺傷,還有一名89歲的奶奶,在不斷升級的仇恨文化中遭人火焚。
這不該是我們原本的樣子。
亞裔美國人 使我們國家變強大
近兩個世紀以來,亞裔美國人使我們的國家變得強大 — 從掘金礦工,到加速我們崛起的鐵路和工廠工人,再到推動我們向前邁進的科學家、建築師、藝術家和企業家們。多年來,他們的勇氣、犧牲和成功,為美國夢注入動力,也讓美國穩為自由的燈塔與世界的希望。
川普卻不懂 傷了移民國價值觀
川普總統不懂這些。他帶頭攻擊我們作為移民之國的價值觀,甚至在我們的邊境,拆散成千上萬的孩童與父母。即便在這場大流行到來之前,我們的仇恨犯罪就已達到16年以來的新高。而如今,為了轉移自己抗疫失敗、未能保護我們國家的過失,無論是否因此導致上千反亞裔的種族歧視事件,他仍堅持把新冠病毒稱作「中國病毒」。
作為總統 我捍衛每人的美國夢
措辭很重要,總統措辭更為重要。作為總統,我將捍衛每個人的美國夢,讓每一勤奮努力的家庭,享有通向繁榮和美好未來的公平機會。我將反對任何形式的種族歧視,指示司法部優先處理仇恨犯罪,以彌合仇恨與分裂的傷口,而非煽風點火。
川普失敗 他讓我們的經濟崩盤
唐納德·川普早在今年1月就已知道新冠病毒的致命性,卻未採取任何行動。現在,超過22萬美國人因此失去生命,約3000萬人失去工作、工時和薪水,五分之一的小商家關門。川普失敗的領導力讓我們的經濟崩盤 — 他總統當得愈久,得以完全回歸正軌的時間也愈久。
我會控制疫情 讓我們重回生機
八個月過去了,川普仍然沒有(抗疫)計畫。而我有。
首先要擔起責任,努力控制疫情,讓我們重回生機。我將執行早在3月就擬定的計畫,擊敗新冠病毒。我將聽取科學家、專家的意見;保護我們的家庭;讓新冠檢測、治療, #以及最終的疫苗免費,並對所有人開放。
我會重建經濟 實質救助小商家
我將馬上開始重建更好的經濟,為數百萬遭受重創的小商家提供實質救助。他們是我們社區的生命線 — 但川普腐敗的復甦作法棄他們於不顧,只把紓困資金匯集到大公司手中。75%的亞裔小企業主,未能獲得任何首輪紓困金。這是錯誤的,我已要求確保員工在50人以下的小企業獲得紓困金,我也將增加他們獲得優惠和資金的長遠渠道,減輕阻礙移民業主的語言障礙。
我不會對年收40萬元以下者加稅
質言之,我的經濟復甦計畫將回報以工作,而不只是財富,將創造未來數百萬優薪工作。(信評機構)穆迪的獨立經濟學者發現,比起川普總統的作法,我的計畫會創造多出700萬的工作,以及超過1兆元的經濟增長。我也不會對任何年收入40萬元以下者加稅 —別懷疑。相反地,我還將確保超級富豪和大公司最終支付本應承擔的份額。
讓父母能付學費 讓醫保更平價
我一路走來,都在為工薪和中產家庭而戰;他們之中有許多勤勉奮鬥的移民,來到美國是為更好的生活。我將幫助父母有能力支付子女的優質教育、提高教師薪酬,並讓絕大多數家庭免費就讀公立學院。我將讓照顧年邁父母變得更容易,讓醫療保險更平價。川普現在要通過法院,廢除「可負擔健保法」,在一場致命大流行之中,剝奪數千萬人的醫療保險,這毫無道理。
與盟友並肩 深化與台灣的關係
同時,新冠病毒證明美國不能自外於世界。從重建我們最親近夥伴的關係開始,我們必須與其他國家攜手合作,應對影響我們所有人的國際挑戰。我們是一個太平洋強國,將與盟友並肩,增進我們在亞太地區共享的繁榮、安全與價值。這其中就包括深化與台灣這個居領先地位的民主政體、主要經濟體,以及科技重鎮的關係。台灣也是開放社會可以有效控制新冠病毒的閃亮典範。
更新領導力 符合美利益與中合作
我們應對中國的方式,會聚焦增強美國競爭力,再興國內優勢,並更新我們在海外的聯盟與領導力。我們將在符合美國利益的領域與中國合作,包括公共衛生和氣候變遷。
讓家庭團聚 修復破碎的移民系統
美國向來不只靠強大的國力,而是用身為榜樣的實力領導世界。要切實重現此景,我們也必須修復破碎的移民系統,讓家庭團聚,確保美國繼續吸引全球最出色與最聰明的人。
我將會傾聽 重塑我們熱愛的國魂
我競選是為讓美國更好的重建,重建美國作為一個充滿機會,團結和有全新開始的國家;一個由數代移民讓其強大的地方;一個所有人都能發聲、每張選票都有價值的地方。我將引領這些議題,更重要的是,我會傾聽。所以,請確保你今天將選票投出。
讓我們一起,重塑我們熱愛的國魂。
(世界日報華盛頓記者羅曉媛/譯)
More Prosperous Future For Our Families
by Former Vice President Joseph Biden for World Journal
These are tough times. Our country is at a crossroads, facing a pandemic, a recession, and an election that will decide our futures for a very long time.
This year, we've seen the best of America carry us forward: heroic doctors, nurses, grocers, restaurant owners, essential workers–including so many Asian Americans.
But we've also seen the worst: acts of hate against Asian Americans wrongly blamed for COVID-19, spurred on, in part, by hateful rhetoric from President Trump. They've been screamed at, spit on, and assaulted. Homes, businesses, and cars vandalized with slurs. Small children stabbed. An 89-year-old grandmother set on fire amid this rising culture of hate.
This is not who we are.
For nearly two centuries, Asian Americans have made our country strong–from the gold miners and railroad and factory workers who helped to power our rise; to the scientists, architects, artists, and entrepreneurs who are helping to drive us forward now. For years, their courage, sacrifices, and success have powered the American Dream and helped America stand as a beacon of freedom and hope to the world.
President Trump doesn't get that. He has led an assault on our values as a nation of immigrants, even tearing thousands of children from their parents' arms at our border. Hate crimes against people are at a 16-year-high, even before this pandemic. And now, to deflect blame for his failure to protect our nation from this crisis, he insists on calling COVID-19 the "China virus," no matter how many thousands of reported racist incidents against Asian Americans it encourages.
Words matter – and a president's words matter even more. As President, I'll defend the American Dream for everyone, so every hardworking family has the same fair shot at prosperity and a better future. I'll stand against racism in every form, directing the Justice Department to prioritize hate crimes, and working to heal the wounds of hatred and division, not fan the flames.
Donald Trump knew how deadly COVID-19 was back in January and did nothing to stop it. Now, more than 220,000 Americans are dead. Some 30 million have lost jobs, hours, wages. One in five small businesses have shut down. Trump's failed leadership has tanked our economy – and the longer he's president, the longer it'll take to get it fully up and running again.
We're eight months in, but Trump still has no plan. I do.
It starts with taking responsibility and doing the hard work to control this pandemic and get our lives back. I'll implement the plan I've laid out since March to beat COVID-19. I'll listen to scientists and experts; protect our families; and make testing, treatment, and any eventual vaccine free and available to everyone.
I'll get right to work building our economy back better – getting real relief out to millions of hard-hit small businesses. They're the lifeblood of our communities – but Trump's corrupt recovery passed them by, funneling funds to big corporations instead. Some 75% of Asian-owned small businesses weren't expected to get any first-round stimulus funds at all. It's wrong. I've called for ensuring small businesses with less than 50 employees get new relief funds. And I'll boost their long-term access to credit and capital, and work to ease the language barriers that can hold back immigrant entrepreneurs.
Through it all, my economic recovery plan will reward work, not just wealth, creating millions of good paying jobs of the future. Independent economists at Moody's found that my plan creates 7 million more jobs – and $1 trillion more in economic growth – than President Trump's would. And I won't raise taxes on anyone earning less than $400,000 a year – period. Instead, I'll make sure the super wealthy and big corporations finally pay their fair share.
I've fought my whole career for working and middle class families – so many of them hard-working immigrants who came to America in search of a better life. I'll help parents afford a quality education for their kids, boosting teacher pay and making public college free for most families. I'll make it easier to care for aging parents, and make health care more affordable. Trump is in court right now trying to repeal the Affordable Care Act, stripping tens of millions of people of health coverage in the middle of a deadly pandemic. It makes no sense.
Meanwhile, COVID-19 is proof that the United States can't isolate itself from the world. We have to work with other nations to meet global challenges that impact us all, starting by rebuilding our relationships with our closest partners. We're a Pacific power, and we'll stand with friends and allies to advance our shared prosperity, security, and values in the Asia-Pacific region. That includes deepening our ties with Taiwan, a leading democracy, major economy, technology powerhouse – and a shining example of how an open society can effectively contain COVID-19. And our approach to China will focus on boosting American competitiveness, revitalizing our strengths at home, and renewing our alliances and leadership abroad. We'll work to collaborate with China when it's in our interest, including on public health and climate change.
America has always led the world not only with the example of our power, but the power of our example. To truly do that again, we also have to fix our broken immigration system, keeping families together and ensuring the United States continues to draw the world's best and brightest.
I'm running to build America back better, as a country of opportunity, unity, and new beginnings. A place made strong by generations of immigrants. A place where everyone has a voice and every vote counts. I'll lead on these issues, and more importantly, I'll listen. So please make sure you get your vote in today. Together we'll restore the soul of this nation we love.
#福編編譯? (編譯個鬼,是世界日報了不起! 大內宣與遍地綠媒鬼遮眼)
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