我們的生活距離被人工智能徹底改變還有多遠(yuǎn)?

In Phoenix, cars are self-navigating the streets. In many homes, people are barking commands at tiny machines, with the machines responding. On our smartphones, apps can now recognize faces in photos and translate from one language to another.

在菲尼克斯，汽車在街道上自動(dòng)行駛。在很多民宅里，人們向小巧的機(jī)器發(fā)號(hào)施令，機(jī)器則會(huì)做出反應(yīng)。在我們的智能手機(jī)上，應(yīng)用程序現(xiàn)在能夠識(shí)別照片中的人臉，并把一種語(yǔ)言翻譯成另一種語(yǔ)言。

Artificial intelligence is here — and it’s bringing new possibilities, while also raising questions. Do these gadgets and services really behave as advertised? How will they evolve in the years ahead? How quickly will they overhaul the way we live and change the way we do business?

人工智能來(lái)了。它帶來(lái)了新的可能性，同時(shí)也提出了問(wèn)題。這些小玩意兒和服務(wù)的表現(xiàn)真的和廣告里說(shuō)的一樣嗎?未來(lái)幾年它們將如何發(fā)展?我們的生活和行事方式離徹底被它改變還有多遠(yuǎn)?

The Times is exploring these matters this week at our annual New Work Summit, featuring technology executives, A.I. researchers, investors and others. Here are some of the key moments coming out of the conference, plus a rundown of some of our recent A.I. stories. — Cade Metz

時(shí)報(bào)正在本周一年一度的新工作峰會(huì)(New Work Summit)上探索這些問(wèn)題。參加峰會(huì)的有科技公司高管、人工智能研究人員和投資者等。下面是這次會(huì)議的一些關(guān)鍵時(shí)刻，以及我們最近的一些人工智能報(bào)道的簡(jiǎn)要介紹。——凱德·梅茨(Cade Metz)報(bào)道

Huawei still eager to do business in the United States

華為仍然渴望在美國(guó)做生意

A month after the Chinese electronics giant Huawei suffered a big setback in its quest to sell its high-end smartphones to Americans, the company’s chief for consumer devices, Richard Yu, said he was still optimistic about Huawei’s prospects in the United States.

一個(gè)月前，中國(guó)電子產(chǎn)品巨頭華為尋求向美國(guó)銷售高端智能手機(jī)的努力剛剛遭遇重大挫折，如今該公司消費(fèi)者業(yè)務(wù)負(fù)責(zé)人余承東表示，他對(duì)華為在美國(guó)的前景仍持樂(lè)觀態(tài)度。

“We have won global consumers’ trust, in over 170 countries,” Mr. Yu said at the New Work Summit. “We very strictly protect consumers’ privacy.”

“我們?cè)?70多個(gè)國(guó)家贏得了全球消費(fèi)者的信任，”余承東在新工作峰會(huì)上說(shuō)。“我們對(duì)消費(fèi)者隱私的保護(hù)非常嚴(yán)格。”

Huawei is the world’s third-largest seller of smartphones and one of the planet’s biggest suppliers of telecommunications equipment. But it has struggled for years to break into the United States.

華為是全球第三大智能手機(jī)銷售商，也是全球最大的電信設(shè)備供應(yīng)商之一。但多年來(lái)，華為一直難以打入美國(guó)市場(chǎng)。

A 2012 congressional report said that Huawei’s network gear could be used by Beijing to spy on Americans, effectively cutting the company off from big buyers in the United States. In January, after lawmakers reiterated those concerns in a letter to the Federal Communications Commission, AT&T and Verizon walked away from deals to sell Huawei’s latest phones.

2012年的一份國(guó)會(huì)報(bào)告稱華為的網(wǎng)絡(luò)設(shè)備可能被北京用來(lái)監(jiān)視美國(guó)人。這份報(bào)告實(shí)際上讓華為自此無(wú)緣美國(guó)大買家。1月，在議員們?cè)趯懡o美國(guó)聯(lián)邦通信委員會(huì)(Federal Communications Commission)的一封信中重申了這些擔(dān)憂后，AT&T和威瑞森(Verizon)退出了銷售華為最新款手機(jī)的協(xié)議。

At the conference on Tuesday, Mr. Yu said that Huawei had no ties to the Chinese government. “We are a globalized company, just headquartered in China,” he said. “We are not part of any government. We have to be a company that is independent from every country.”

在周二的會(huì)議上，余承東說(shuō)華為和中國(guó)政府沒(méi)有關(guān)聯(lián)。“我們是一家全球化的公司，只是總部位于中國(guó)，”他說(shuō)。“我們不是任何政府的一部分。我們必須是一家獨(dú)立于任何國(guó)家之外的公司。”

Huawei would not be able to do business in so many places around the world without that independence, he said. “If we do something for one government, we will lose the trust of all governments.” — Raymond Zhong

他說(shuō)，如果沒(méi)有這種獨(dú)立性，華為就無(wú)法在全球這么多地方開(kāi)展業(yè)務(wù)。“如果為一個(gè)政府做事，我們就會(huì)失去所有政府的信任。”——雷蒙德·鐘(Raymond Zhong)報(bào)道

Should A.I. be more ‘human’?

人工智能應(yīng)該更“以人為本”嗎?

Fei-Fei Li, a chief scientist at Google and a Stanford professor, has called on technologists to take a more “human centered” approach to the creation of artificial intelligence. On Tuesday at the New Work Summit, Ms. Li said that researchers must work to ensure that A.I. embodied human qualities and that it would ultimately operate alongside humans, not replace them.

谷歌(Google)首席科學(xué)家兼斯坦福大學(xué)(Stanford)教授李飛飛呼吁技術(shù)專家用更加“以人為本”的方式對(duì)待人工智能的發(fā)明創(chuàng)造。在周二的新工作峰會(huì)上，李飛飛說(shuō)，研究人員必須努力確保人工智能體現(xiàn)人的品質(zhì)，并且最終與人類一起行動(dòng)，而不是取代人類。

“I often tell my students not to be misled by the name ‘artificial intelligence’ — there is nothing artificial about it,” she said. “A.I. is made by humans, intended to behave by humans and, ultimately, to impact humans lives and human society.”

“我經(jīng)常告訴我的學(xué)生不要被‘人工智能’這個(gè)名字誤導(dǎo)，沒(méi)什么是人工的，”她說(shuō)。“人工智能是人類創(chuàng)造的，為的是協(xié)助人類行為，最終影響人類生活和人類社會(huì)。”

At Stanford, Ms. Li was instrumental in the recent rise of “computer vision” systems that can recognize people and objects entirely on their own. At Google, she is working to package and sell these and other systems as cloud computing services, delivering the latest A.I. technology to a wide range of businesses.

在斯坦福，李飛飛在“計(jì)算機(jī)視覺(jué)”系統(tǒng)最近的崛起中發(fā)揮了重要作用。相關(guān)系統(tǒng)能夠完全自動(dòng)識(shí)別人和物品。在谷歌，她正在努力把這些和另一些系統(tǒng)作為云計(jì)算服務(wù)打包出售，把最新的人工智能技術(shù)提供給廣泛的企業(yè)。

But she said that as Google and other internet giants pushed these techniques forward, academia and the government must help ensure that A.I. evolved into something that enhanced our humanity, created as many jobs as it replaced and operated in safe and predictable ways. 但她說(shuō)，在谷歌和其他互聯(lián)網(wǎng)巨頭推進(jìn)這些技術(shù)的發(fā)展時(shí)，學(xué)術(shù)界和政府必須幫助確保人工智能的發(fā)展能夠增強(qiáng)我們?nèi)祟惖哪芰?、在取代舊工作崗位的同時(shí)也要?jiǎng)?chuàng)造出同樣多的新崗位，并以安全和可預(yù)見(jiàn)的方式運(yùn)行。

In particular, Ms. Li said, academic institutions can help ensure that computer scientists work alongside social scientists in building this new breed of technology.

李飛飛說(shuō)，特別是學(xué)術(shù)機(jī)構(gòu)可以幫助確保計(jì)算機(jī)科學(xué)家和社會(huì)科學(xué)家共同發(fā)展這項(xiàng)新技術(shù)。

“A.I. has outgrown its origin in computer science,” she said.

“人工智能已經(jīng)超出了它的計(jì)算機(jī)科學(xué)起源。”她說(shuō)。

Ultimately, said Ms. Li, who was born in China, A.I. reflects the people who build it more than other technologies do. For that reason and others, she said, A.I. researchers must work in a way that spans not only many industries but many cultures as well.

在中國(guó)出生的李飛飛說(shuō)，人工智能最終會(huì)比其他技術(shù)更能反映建造它的人類。她說(shuō)，由此以及其他原因，人工智能的研究者必須以一種跨越多個(gè)行業(yè)和多種文化的方式工作。

“I really believe there are no borders for science,” she said. — Cade Metz

“我真的相信科學(xué)無(wú)邊界，”她說(shuō)。——凱德·梅茨報(bào)道

Why American tech companies struggle in China

為什么美國(guó)科技公司在中國(guó)舉步維艱?

Tuesday’s first speaker at the New Work Summit was Kai-Fu Lee, who used to lead Google in China and knows a thing or two about American tech giants in China. His prognosis about whether companies like Facebook will ever be able to crack the world’s largest internet market?

紐約時(shí)報(bào)新工作峰會(huì)周二的第一位發(fā)言人是李開(kāi)復(fù)，他曾是谷歌中國(guó)區(qū)的負(fù)責(zé)人，對(duì)在華美國(guó)科技巨頭頗有些了解。那么，他覺(jué)得Facebook這樣的公司成功打開(kāi)世界最大互聯(lián)網(wǎng)市場(chǎng)的前景如何?

“The American products are simply uncompetitive in the China market,” said Mr. Lee, who is now chief executive of Sinovation Ventures, a venture capital firm focused on Chinese technology. Even if internet titans from the United States could operate in China, he said, the local competition means they would have a hard time thriving.

“美國(guó)產(chǎn)品在中國(guó)市場(chǎng)根本就沒(méi)有競(jìng)爭(zhēng)力，”現(xiàn)任中國(guó)科技風(fēng)投公司創(chuàng)新工場(chǎng)首席執(zhí)行官的李開(kāi)復(fù)說(shuō)。他表示，即使來(lái)自美國(guó)的互聯(lián)網(wǎng)巨頭能在中國(guó)運(yùn)營(yíng)，當(dāng)?shù)氐母?jìng)爭(zhēng)也會(huì)讓他們舉步維艱。

“Messenger is a much worse product than WeChat,” he said, referring to Facebook’s messaging app and Tencent’s ubiquitous app for chatting, social networking, making payments and other tasks.

“Messenger這個(gè)產(chǎn)品比微信差太多，”他說(shuō)，他提到的是Facebook的短信應(yīng)用和騰訊在聊天、社交、支付和其他功能上無(wú)所不在的應(yīng)用。

“Amazon in China is substantially worse than Taobao, JD and Tmall,” he said, referring to three leading Chinese e-commerce sites. And, he said, “Apple Pay is much narrower and much harder to use than WeChat or Alipay.”

“亞馬遜中國(guó)遠(yuǎn)遠(yuǎn)比不上淘寶、京東、天貓，”他說(shuō)的是中國(guó)三大電子商務(wù)網(wǎng)站。并且，他還說(shuō)，“Apple Pay比微信支付或者支付寶的局限大得多，也很不好用。”

Mr. Lee sees other issues that augur against a big Facebook or Google renaissance in China. Multinational companies tend not to hire local managers to lead their China operations. “They’re not concerned about winning in the local market,” he said.

李開(kāi)復(fù)還看到了其他會(huì)阻止Facebook或谷歌在中國(guó)復(fù)興的問(wèn)題?？鐕?guó)公司往往不會(huì)聘請(qǐng)當(dāng)?shù)氐慕?jīng)理來(lái)領(lǐng)導(dǎo)公司的中國(guó)業(yè)務(wù)。“他們不關(guān)心在當(dāng)?shù)厥袌?chǎng)取勝，”他說(shuō)。

Also, young Chinese these days would rather work for national champions like Alibaba or Tencent. Pitted against Chinese start-ups and big companies, where the hours tend to be long and the work culture cutthroat, the leading lights of American tech would get “get eaten for lunch.” — Raymond Zhong

此外，現(xiàn)在中國(guó)的年輕人更愿意為在阿里巴巴或騰訊這樣在全國(guó)范圍內(nèi)領(lǐng)先的公司工作。中國(guó)初創(chuàng)企業(yè)和大公司的工作時(shí)間長(zhǎng)、職場(chǎng)文化殘酷，美國(guó)科技業(yè)那些巨頭會(huì)被它們“當(dāng)午餐吃掉”。——雷蒙德·鐘報(bào)道

Trump administration silent on A.I.

特朗普政府在人工智能方面的沉默

Last year, the Chinese government unveiled a plan to become the world leader in artificial intelligence by 2030, vowing to create a domestic industry worth $150 billion. This manifesto read like a challenge to the United States, and in many ways it echoed policies laid down by the Obama administration in 2016.

去年，中國(guó)政府公布了到2030年要成為世界人工智能領(lǐng)導(dǎo)者的計(jì)劃，誓言將創(chuàng)造一個(gè)價(jià)值1500億美元的國(guó)內(nèi)產(chǎn)業(yè)。這一宣言聽(tīng)起來(lái)像是對(duì)美國(guó)下戰(zhàn)書，在很多方面也與奧巴馬政府2016年制定的政策相呼應(yīng)。

But as China pushes ahead in this area, many experts are concerned that the Trump administration is not doing enough to keep the United States ahead in the future. Although the big United States internet giants are leading the A.I. race, these experts believe the country as a whole could fall behind if does not do more to nurture research inside universities and government labs. — Cade Metz

但隨著中國(guó)在這一領(lǐng)域的不斷推進(jìn)，許多專家擔(dān)心特朗普政府所做的不足以使美國(guó)在未來(lái)繼續(xù)領(lǐng)先。盡管美國(guó)的大型互聯(lián)網(wǎng)巨頭在人工智能競(jìng)賽中領(lǐng)先，但這些專家認(rèn)為，如果不加大對(duì)大學(xué)研究和政府實(shí)驗(yàn)室研究的扶持，美國(guó)在總體上可能會(huì)落后。——凱德·梅茨報(bào)道