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富國(guó)銀行:企業(yè)支出正在發(fā)生革命性的變化

Jason Ma
2024-08-13

富國(guó)銀行表示:“曾經(jīng)人們一提到‘資本支出’這個(gè)詞,,就會(huì)想到笨重的機(jī)械設(shè)備,。但現(xiàn)在它們正在被生成式人工智能和軟件投資所取代,。”

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富國(guó)銀行(Wells Fargo)表示,自20世紀(jì)40年代以來(lái),,企業(yè)支出在美國(guó)經(jīng)濟(jì)中所占的比重始終相對(duì)穩(wěn)定,,但近幾年這種情況正在發(fā)生翻天覆地的變化。

經(jīng)濟(jì)學(xué)家香農(nóng)·塞里·格雷因和蒂姆·昆蘭在上周三發(fā)布的一份報(bào)告中表示,,八十年前,,投資的GDP占比一直在10%至15%之間,最近幾年的平均年增長(zhǎng)率為5%,,他們表示總體數(shù)據(jù)“并不像表面上那么簡(jiǎn)單”,,背后還有更多故事。

富國(guó)銀行在報(bào)告中表示:“簡(jiǎn)而言之,,企業(yè)支出的構(gòu)成正在悄然發(fā)生一場(chǎng)革命,。曾經(jīng)人們一提到‘資本支出’這個(gè)詞,就會(huì)想到笨重的機(jī)械設(shè)備,。但現(xiàn)在它們正在被生成式人工智能和軟件投資所取代,。”

富國(guó)銀行表示,,上世紀(jì)90年代,,設(shè)備支出占資本支出的一半以上。但20多年后,,設(shè)備支出的占比下降,,而知識(shí)產(chǎn)權(quán)支出的占比卻有所增長(zhǎng)。

目前占比最大的是“知識(shí)產(chǎn)權(quán)產(chǎn)品”投資,,包括軟件,、研發(fā)和娛樂(lè)、文學(xué)與藝術(shù)內(nèi)容等,。本輪周期的資本支出增長(zhǎng)幾乎全部來(lái)自知識(shí)產(chǎn)權(quán)產(chǎn)品投資,。

富國(guó)銀行表示:“企業(yè)過(guò)去在分配資金時(shí),對(duì)知識(shí)產(chǎn)權(quán)產(chǎn)品的投資曾經(jīng)是次要選擇,,現(xiàn)在卻變成了主要投資方向,。近幾年,企業(yè)的投資優(yōu)先級(jí)從實(shí)物資本向軟件轉(zhuǎn)移,,影響了設(shè)備采購(gòu)和整體制造業(yè)活動(dòng),。”

事實(shí)上,美國(guó)供應(yīng)管理協(xié)會(huì)(Institute for Supply Management)的制造業(yè)指數(shù)近幾個(gè)月持續(xù)低迷,,而本月令人意外的疲軟數(shù)據(jù)引發(fā)了恐慌,,人們擔(dān)心美國(guó)經(jīng)濟(jì)可能正在走向衰退,并且全球股市即將暴跌,。

但如果只關(guān)注制造業(yè),,可能會(huì)錯(cuò)過(guò)其他增長(zhǎng)強(qiáng)勁的領(lǐng)域。據(jù)富國(guó)銀行統(tǒng)計(jì),,過(guò)去五年,,知識(shí)產(chǎn)權(quán)產(chǎn)品支出增長(zhǎng)了超過(guò)30%,而設(shè)備支出基本持平,。

早在OpenAI的ChatGPT在2022年引發(fā)人工智能熱潮之前甚至在疫情之前,,這種趨勢(shì)就已經(jīng)存在。但經(jīng)濟(jì)學(xué)家們表示,,當(dāng)前這波投資熱潮,,是自20世紀(jì)90年代中期科技驅(qū)動(dòng)的繁榮以來(lái),增長(zhǎng)速度最快的一次,。

富國(guó)銀行補(bǔ)充道:“知識(shí)產(chǎn)權(quán)產(chǎn)品支出早在新冠疫情之前就已經(jīng)呈現(xiàn)出增長(zhǎng)的勢(shì)頭,,但最近的增長(zhǎng)速度大幅加快?!?/p>

在知識(shí)產(chǎn)權(quán)產(chǎn)品支出中,,軟件支出的表現(xiàn)尤其突出。上個(gè)季度,,軟件支出較疫情之前增長(zhǎng)了近60%,,目前其增長(zhǎng)速度是研發(fā)的三倍以上。最近幾年,,軟件已經(jīng)超過(guò)研發(fā),,成為最大的支出類別。

事實(shí)上,,微軟(Microsoft),、Alphabet和Meta等科技巨頭大力投資人工智能,這意味著它們將繼續(xù)在該領(lǐng)域投入數(shù)十億美元,。在第二季度,,這三家公司在基礎(chǔ)設(shè)施、土地和驅(qū)動(dòng)人工智能服務(wù)的芯片方面共投資405億美元,,而且每家公司均表示明年只會(huì)增加投資,。

富國(guó)銀行表示,在軟件領(lǐng)域的大力投資,,是人工智能應(yīng)用的早期信號(hào),,可能帶來(lái)生產(chǎn)力的提升。

除了知識(shí)產(chǎn)權(quán)產(chǎn)品投資以外,,企業(yè)還在其他技術(shù)相關(guān)領(lǐng)域進(jìn)行投資,,包括高科技設(shè)施和信息處理設(shè)備等。

經(jīng)濟(jì)學(xué)家們表示:“沒(méi)有人能保證以技術(shù)為主的投資能夠帶來(lái)生產(chǎn)力繁榮,,但只要能實(shí)現(xiàn)這個(gè)效果,,就一定有利于發(fā)展。生產(chǎn)力可以提高生活水平和實(shí)際收入,,進(jìn)而刺激消費(fèi)和增加利潤(rùn),。”(財(cái)富中文網(wǎng))

譯者:劉進(jìn)龍

審校:汪皓

富國(guó)銀行(Wells Fargo)表示,,自20世紀(jì)40年代以來(lái),,企業(yè)支出在美國(guó)經(jīng)濟(jì)中所占的比重始終相對(duì)穩(wěn)定,但近幾年這種情況正在發(fā)生翻天覆地的變化,。

經(jīng)濟(jì)學(xué)家香農(nóng)·塞里·格雷因和蒂姆·昆蘭在上周三發(fā)布的一份報(bào)告中表示,,八十年前,投資的GDP占比一直在10%至15%之間,,最近幾年的平均年增長(zhǎng)率為5%,,他們表示總體數(shù)據(jù)“并不像表面上那么簡(jiǎn)單”,背后還有更多故事,。

富國(guó)銀行在報(bào)告中表示:“簡(jiǎn)而言之,,企業(yè)支出的構(gòu)成正在悄然發(fā)生一場(chǎng)革命。曾經(jīng)人們一提到‘資本支出’這個(gè)詞,,就會(huì)想到笨重的機(jī)械設(shè)備,。但現(xiàn)在它們正在被生成式人工智能和軟件投資所取代?!?/p>

富國(guó)銀行表示,,上世紀(jì)90年代,設(shè)備支出占資本支出的一半以上,。但20多年后,,設(shè)備支出的占比下降,而知識(shí)產(chǎn)權(quán)支出的占比卻有所增長(zhǎng),。

目前占比最大的是“知識(shí)產(chǎn)權(quán)產(chǎn)品”投資,,包括軟件、研發(fā)和娛樂(lè),、文學(xué)與藝術(shù)內(nèi)容等,。本輪周期的資本支出增長(zhǎng)幾乎全部來(lái)自知識(shí)產(chǎn)權(quán)產(chǎn)品投資。

富國(guó)銀行表示:“企業(yè)過(guò)去在分配資金時(shí),,對(duì)知識(shí)產(chǎn)權(quán)產(chǎn)品的投資曾經(jīng)是次要選擇,,現(xiàn)在卻變成了主要投資方向,。近幾年,企業(yè)的投資優(yōu)先級(jí)從實(shí)物資本向軟件轉(zhuǎn)移,,影響了設(shè)備采購(gòu)和整體制造業(yè)活動(dòng),。”

事實(shí)上,,美國(guó)供應(yīng)管理協(xié)會(huì)(Institute for Supply Management)的制造業(yè)指數(shù)近幾個(gè)月持續(xù)低迷,,而本月令人意外的疲軟數(shù)據(jù)引發(fā)了恐慌,人們擔(dān)心美國(guó)經(jīng)濟(jì)可能正在走向衰退,,并且全球股市即將暴跌,。

但如果只關(guān)注制造業(yè),可能會(huì)錯(cuò)過(guò)其他增長(zhǎng)強(qiáng)勁的領(lǐng)域,。據(jù)富國(guó)銀行統(tǒng)計(jì),,過(guò)去五年,知識(shí)產(chǎn)權(quán)產(chǎn)品支出增長(zhǎng)了超過(guò)30%,,而設(shè)備支出基本持平,。

早在OpenAI的ChatGPT在2022年引發(fā)人工智能熱潮之前甚至在疫情之前,這種趨勢(shì)就已經(jīng)存在,。但經(jīng)濟(jì)學(xué)家們表示,,當(dāng)前這波投資熱潮,是自20世紀(jì)90年代中期科技驅(qū)動(dòng)的繁榮以來(lái),,增長(zhǎng)速度最快的一次,。

富國(guó)銀行補(bǔ)充道:“知識(shí)產(chǎn)權(quán)產(chǎn)品支出早在新冠疫情之前就已經(jīng)呈現(xiàn)出增長(zhǎng)的勢(shì)頭,但最近的增長(zhǎng)速度大幅加快,?!?/p>

在知識(shí)產(chǎn)權(quán)產(chǎn)品支出中,軟件支出的表現(xiàn)尤其突出,。上個(gè)季度,,軟件支出較疫情之前增長(zhǎng)了近60%,目前其增長(zhǎng)速度是研發(fā)的三倍以上,。最近幾年,,軟件已經(jīng)超過(guò)研發(fā),成為最大的支出類別,。

事實(shí)上,,微軟(Microsoft)、Alphabet和Meta等科技巨頭大力投資人工智能,,這意味著它們將繼續(xù)在該領(lǐng)域投入數(shù)十億美元,。在第二季度,這三家公司在基礎(chǔ)設(shè)施,、土地和驅(qū)動(dòng)人工智能服務(wù)的芯片方面共投資405億美元,,而且每家公司均表示明年只會(huì)增加投資,。

富國(guó)銀行表示,在軟件領(lǐng)域的大力投資,,是人工智能應(yīng)用的早期信號(hào),,可能帶來(lái)生產(chǎn)力的提升。

除了知識(shí)產(chǎn)權(quán)產(chǎn)品投資以外,,企業(yè)還在其他技術(shù)相關(guān)領(lǐng)域進(jìn)行投資,,包括高科技設(shè)施和信息處理設(shè)備等,。

經(jīng)濟(jì)學(xué)家們表示:“沒(méi)有人能保證以技術(shù)為主的投資能夠帶來(lái)生產(chǎn)力繁榮,,但只要能實(shí)現(xiàn)這個(gè)效果,就一定有利于發(fā)展,。生產(chǎn)力可以提高生活水平和實(shí)際收入,,進(jìn)而刺激消費(fèi)和增加利潤(rùn)?!保ㄘ?cái)富中文網(wǎng))

譯者:劉進(jìn)龍

審校:汪皓

Business spending as a share of the U.S. economy has been relatively steady since the 1940s, but it’s undergone a total transformation in recent years, according to Wells Fargo.

Going back eight decades, investment has been between 10% and 15% of GDP and grew at an average annually rate of 5% in recent years, economists Shannon Seery Grein and Tim Quinlan said in a note Wednesday, calling the top-line numbers a “fa?ade of plainness.” But there’s more to the story.

“In short, the composition of business spending has undergone a quiet revolution,” Wells Fargo said. “The term ‘capex’ used to conjure images of heavy machinery and equipment. That is being replaced with generative AI and software.”

In the 1990s, equipment comprised more the half of capital expenditures, the bank said. But in the 20 years after that, equipment’s share of spending declined while the share going toward intellectual property climbed.

Investment in “intellectual property products” (IPP)—which includes software, R&D as well as entertainment, literary and artistic content—now makes up the biggest slice and accounts for nearly all the growth in the current cycle.

“What was once an afterthought for businesses calibrating investment dollars has become the primary source of investment,” Wells Fargo said. “These shifting priorities to software over physical capital have weighed on purchases of equipment and dented overall manufacturing activity in recent years.”

In fact, the Institute for Supply Management’s manufacturing index has been anemic for months, and a surprisingly weak reading earlier this month triggered fears the economy may be headed for a recession and a global stock bloodbath.

But looking at just the manufacturing side leaves out strength elsewhere. In the last five years, IPP spending jumped more than 30%, while equipment spending was essentially flat, according to Wells Fargo.

The trend predates the artificial intelligence frenzy sparked by OpenAI’s ChatGPT in 2022 and even the pandemic. But the current spending wave is the fastest since the tech-fueled boom in the mid-1990s, the economists said.

“Even as IPP outlays were gaining momentum ahead of the pandemic, growth has been turbocharged recently,” the bank added.

And within IPP, software spending in particular stands out. Last quarter, it was nearly 60% above pre-pandemic levels and is currently running more than three times faster than R&D, which has been eclipsed by software as the largest category in recent years.

Indeed, tech giants investing heavily in AI like Microsoft, Alphabet and Meta signaled they will continue to pour billions into the space. The trio spent a combined $40.5 billion on the infrastructure, land, and chips that power their AI services during the second quarter. And each company indicated that those numbers will only get bigger next year.

Aggressive software investment is an early sign of AI adoption and could lead to improvements in productivity, Wells Fargo said.

Outside of IPP, business are also spending in other tech-related areas, including on high-tech facilities and information processing equipment.

“There is no guarantee this tech-focused spending will elicit a productivity boom, but to the extent that it does, it would be good for growth,” the economists said. “Productivity can boost living standards and real income, which can fuel consumption and lift profits.”

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