• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
FinanceMarkets
Europe

From ‘Britain’s Warren Buffett’ to market sage Rob Arnott, here’s why investor naysayers are skeptical ‘first-mover’ Nvidia will continue to lead the AI boom

Ryan Hogg
By
Ryan Hogg
Ryan Hogg
Europe News Reporter
Down Arrow Button Icon
Ryan Hogg
By
Ryan Hogg
Ryan Hogg
Europe News Reporter
Down Arrow Button Icon
February 29, 2024, 2:00 AM ET
Jensen Huang, CEO of NVIDIA, speaks during a press conference at the Computex 2023 in Taipei
Nvidia, led by CEO Jensen Huang, is the darling of the AI boom.SAM YEH—AFP/Getty Images

Every time investors have braced themselves for the AI bubble to burst in the past few months, a new eye-popping data point comes out to prove them wrong and send money flowing back into the stock market.

The latest shock was Nvidia’s latest quarterly earnings, which managed to surpass investors’ already sky-high expectations and set records for valuation increases. Investors have since been falling over themselves to declare a golden era of AI applications.

And it’s not just Nvidia. Companies across the supply chain, including established brands like ASML and exciting upstarts like Arm, have enjoyed booming valuations since investors caught wind of the excitement around AI.

But there are dissenters within the ranks who are warning against a continued boom for AI and Nvidia’s place at its peak.

In each investor’s scope is one standout point: You should be wary of the early success of the first mover. 

‘Disrupters are often disrupted’

Fortune’s Shawn Tully spoke with two investors who remain skeptical of Nvidia’s boom and the wider AI rally in general. 

The first was Rob Arnott, the founder and chairman of Research Affiliates, which oversees investment strategies for $139 billion worth of mutual funds and ETFs.

“It was usually not true that first, the new technology brought on change nearly as rapid as the markets predicted,” he told Fortune. “And second, it was often not true that these will be the dominant players five or 10 or even 20 years in the future.”

In addition to skepticism about the long-term power of the first mover, Arnott thinks Nvidia’s current valuation is too high, leaving no room for negative shocks or disappointing results.

AI boom is like a soccer stadium

Terry Smith, the 70-year-old fund manager labeled “Britain’s Warren Buffett,” knows a thing or two about bubbles from his decades at the helm of the U.K.’s biggest retail-investor–driven funds.

Smith’s investment strategy is similar to Warren Buffett’s, picking stocks based on their underlying value in search of long-term rewards, leading to his nickname. It appears to be why he’s staying away from the current rally.

In his annual letter to shareholders published in January, Smith said investors believe they have been able to pick the winners and losers of the AI rush.

“If it can do so at this stage it would seem to me to be a break with tradition,” Smith said.

In a similar sentiment to Arnott’s, Smith pointed to the first movers in every major technological milestone, like Yahoo’s early command over the search engine to Nokia’s dominance of mobile phones and MySpace’s initial popularity as a social media platform.

Smith said there may not be any winners from the AI boom at all. To hammer this point home, he used a “football stadium” (soccer) analogy. 

“As the game becomes exciting and the striker runs into the penalty area with the ball, the second row of spectators stands up to get a better view,” Smith wrote.

“This blocks the view of those in the third row who follow suit. Pretty soon all the spectators are standing but no one has a better view than before, but they are all less comfortable.”

Speaking on stockbroker AJ Bell’s Money & Markets podcast last week, Smith said he still didn’t own any shares in Nvidia, or any of the other “Magnificent Seven” group of stocks for that matter.

‘It’s not the first movers who usually win, it’s the second movers’

Fortune’s Tully also spoke with accountant Jack Ciesielski, the former author of Analyst’s Accounting Observer. 

Like Smith, Ciesielski was able to point to other early leaders in great leaps forward during previous technology booms, and they’re tough for even nerds to recall.

“Remember what happened in word processing and early PCs,” he says. “First, you had the likes of WordPerfect, Ami Pro, and Lotus, along with Commodore, RadioShack, and Eagle. But they lost, and the prizes went to Apple and Microsoft. 

“It was the same in the early days of the internet. The companies that laid the cable such as UUNET and Lucent got big valuations, and are no longer with us. But those that thrived turned out to be the Amazons, Googles, and companies that used the pipes.”

Ciesielski surmises: “It’s not the first movers who usually win, it’s the second movers.”

Canal systems

Ciesielski is far from alone in pointing out that second movers usually take the spoils, and it’s not just a phenomenon of the tech world. Indeed, it’s something that stretches back centuries to the industrial revolution.

Speaking to Fortune’s Will Daniel, Goldman Sachs chief global equity strategist and head of macro research in Europe, Peter Oppenheimer made a comparison with the London canal systems of the 18th century.

At the time, there was a flurry of investment into canal operators at the forefront of vastly improved transport links that displaced the horse and carriage.

Instead, it was the companies utilizing the canals for their products that became long-term winners. The lesson for AI? The biggest winners of the tech boom could be people utilizing it to make new products and services.

“The biggest winners are the people that can use the technologies to develop new products and services,” Oppenheimer said.

The bulls of the AI world—and its current kingmakers—still hold the high ground. But wary investors will give them food for thought: Is Nvidia the next Apple, or RadioShack?

Join us at the Fortune Workplace Innovation Summit May 19–20, 2026, in Atlanta. The next era of workplace innovation is here—and the old playbook is being rewritten. At this exclusive, high-energy event, the world’s most innovative leaders will convene to explore how AI, humanity, and strategy converge to redefine, again, the future of work. Register now.
About the Author
Ryan Hogg
By Ryan HoggEurope News Reporter

Ryan Hogg was a Europe business reporter at Fortune.

See full bioRight Arrow Button Icon

Latest in Finance

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Fortune Secondary Logo
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • World's Most Admired Companies
  • See All Rankings
  • Lists Calendar
Sections
  • Finance
  • Fortune Crypto
  • Features
  • Leadership
  • Health
  • Commentary
  • Success
  • Retail
  • Mpw
  • Tech
  • Lifestyle
  • CEO Initiative
  • Asia
  • Politics
  • Conferences
  • Europe
  • Newsletters
  • Personal Finance
  • Environment
  • Magazine
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
  • Group Subscriptions
About Us
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • About Us
  • Press Center
  • Work At Fortune
  • Terms And Conditions
  • Site Map
  • Facebook icon
  • Twitter icon
  • LinkedIn icon
  • Instagram icon
  • Pinterest icon

Latest in Finance

Tim Cook reveals the advice he gave Apple’s next CEO: The most important decision he’ll make is ‘where he spends his time’
Big TechApple
Tim Cook reveals the advice he gave Apple’s next CEO: The most important decision he’ll make is ‘where he spends his time’
By Alexei OreskovicApril 30, 2026
2 hours ago
Moreno gestures with his hand
PoliticsU.S. Senate
A ‘no-brainer’: Senate unanimously bans members and staff from using prediction markets
By Mary Clare Jalonick and The Associated PressApril 30, 2026
6 hours ago
Kevin Warsh, nominee for chairman of the Federal Reserve.
BankingFederal Reserve
Former Fed economist raises alarm on Warsh after historically partisan vote: ‘this is not normal is going to be a theme’
By Eva RoytburgApril 30, 2026
6 hours ago
A banner depicting portraits of Iran's late Supreme Leader Ayatollah Ali Khamenei and Ayatollah Mojtaba Khamenei
PoliticsIran
Iranian supreme leader says the only place Americans belong in the Gulf is ‘at the bottom of its waters’
By Jon Gambrell, Aamer Madhani and The Associated PressApril 30, 2026
6 hours ago
Wind energy CEO says company ‘must adapt’ as Trump offers $2 billion to kill offshore wind projects
EnergyU.S. Politics
Wind energy CEO says company ‘must adapt’ as Trump offers $2 billion to kill offshore wind projects
By Marco Quiroz-GutierrezApril 30, 2026
8 hours ago
Lithium battery facility
North AmericaChina
China dominates the world’s lithium supply. The U.S. just found 328 years’ worth in its own backyard
By Jake AngeloApril 30, 2026
8 hours ago

Most Popular

Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
Success
Apple cofounder Ronald Wayne—whose stake would be worth up to $400 billion had he not sold it in 1976—says that at 91, he has no regrets
By Preston ForeApril 27, 2026
3 days ago
Google Cloud revenue is now 18% of Alphabet's business. Is this the beginning of the end of Google's search identity?
Big Tech
Google Cloud revenue is now 18% of Alphabet's business. Is this the beginning of the end of Google's search identity?
By Alexei OreskovicApril 29, 2026
1 day ago
‘The cost of compute is far beyond the costs of the employees’: Nvidia executive says right now AI is more expensive than paying human workers
AI
‘The cost of compute is far beyond the costs of the employees’: Nvidia executive says right now AI is more expensive than paying human workers
By Sasha RogelbergApril 28, 2026
3 days ago
With no end in sight, Trump considers new options in Iran war—including the ‘Dark Eagle’ hypersonic missile
Big Tech
With no end in sight, Trump considers new options in Iran war—including the ‘Dark Eagle’ hypersonic missile
By Jim EdwardsApril 30, 2026
17 hours ago
Jamie Dimon gets candid about national debt: ‘There will be a bond crisis, and then we’ll have to deal with it’
Economy
Jamie Dimon gets candid about national debt: ‘There will be a bond crisis, and then we’ll have to deal with it’
By Eleanor PringleApril 29, 2026
2 days ago
No, tariffs are not strengthening the economy
Commentary
No, tariffs are not strengthening the economy
By Alex DuranteApril 29, 2026
2 days ago

© 2026 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.