A surge in demand for artificial intelligence-focused semiconductors and AI-enabled smartphones and laptops could lead to the next global chip shortage, according to a report released Wednesday by consultancy Bain & Company.
The last major semiconductor shortage happened during the Covid-19 pandemic amid supply chain disruption and a rise in demand for consumer electronics as people were forced to stay and work at home.
Technology giants have been snapping up graphics processing units, or GPUs, mainly from Nvidia. These GPUs which are housed in data centers are critical for the training of huge AI models which underpin applications like OpenAI’s ChatGPT.
Meanwhile, companies like Qualcomm are designing chips that go into smartphones and personal computers and allow those devices to run AI applications locally rather than via an internet connection in the cloud. These are often referred to as AI-enabled devices and companies from Samsung to Microsoft have released such products.
Bain said demand for GPUs and AI consumer electronics could be the cause of a chip shortage.
“Surging demand for graphics processing units (GPUs) has caused shortages in specific elements of the semiconductor value chain,” Anne Hoecker, head of the technology practice in the Americas at Bain & Company, told CNBC by email.
“If we combine the growth in demand for GPUs alongside a wave of AI-enabled devices, which could accelerate PC product refresh cycles, there could be more widespread constraints on semiconductor supply.”
However, it’s unclear at this point how much demand such AI-enabled gadgets will have, given what appears to be a cautious approach to them from consumers so far.
Bain & Company noted that the semiconductor supply chain is “incredibly complex, and a demand increase of about 20% or more has a high likelihood of upsetting the equilibrium and causing a chip shortage.”
“The AI explosion across the confluence of the large end markets could easily surpass that threshold, creating vulnerable chokepoints throughout the supply chain,” the report added.
The semiconductor supply chain is spread across multiple companies. For example, while Nvidia might design its GPUs, they are made by Taiwan Semiconductor Manufacturing Co., or TSMC, in Taiwan. TSMC relies on chipmaking tools from countries around the world, such as the Netherlands. Furthermore, the most cutting-edge chips can only be made at a large scale by TSMC and Samsung Electronics.
Geopolitics could also be a factor prompting a chip shortage. Semiconductors are seen by governments around the world as strategic technology. The U.S. has been on a campaign, via export restrictions and other sanctions, of trying to restrict China’s access to the most advanced chips. Meanwhile, Washington has sought to shore up its own domestic capacity to produce semiconductors.
“Geopolitical tensions, trade restrictions, and multinational tech companies’ decoupling of their supply chains from China continue to pose serious risks to semiconductor supply. Delays in factory construction, materials shortages, and other unpredictable factors could also create pinch points,” Bain & Company said.
An AI assistant on display at Mobile World Congress 2024 in Barcelona.
Angel Garcia | Bloomberg | Getty Images
Artificial intelligence is shaking up the advertising business and “unnerving” investors, one industry leader told CNBC.
“I think this AI disruption … unnerving investors in every industry, and it’s totally disrupting our business,” Mark Read, the outgoing CEO of British advertising group WPP, told CNBC’s Karen Tso on Tuesday.
The advertising market is under threat from emerging generative AI tools that can be used to materialize pieces of content at rapid pace. The past couple of years has seen the rise of a number of AI image generators, including OpenAI’s DALL-E, Google’s Veo and Midjourney.
In his first interview since announcing he would step down as WPP boss, Read said that AI is “going to totally revolutionize our business.”
“AI is going to make all the world’s expertise available to everybody at extremely low cost,” he said at London Tech Week. “The best lawyer, the best psychologist, the best radiologist, the best accountant, and indeed, the best advertising creatives and marketing people often will be an AI, you know, will be driven by AI.”
Read said that 50,000 WPP employees now use WPP Open, the company’s own AI-powered marketing platform.
“That, I think, is my legacy in many ways,” he added.
Structural pressure on creative parts of the ad business are driving industry consolidation, Read also noted, adding that companies would need to “embrace” the way in which AI would impact everything from creating briefs and media plans to optimizing campaigns.
A report from Forrester released in June last year showed that more than 60% of U.S. ad agencies are already making use of generative AI, with a further 31% saying they’re exploring use cases for the technology.
‘Huge transformation’
Read is not alone in this view. Advertising is undergoing a “huge transformation” due to the disruptive effects of AI, French advertising giant Publicis Groupe’s CEO Maurice Levy told CNBC at the Viva Tech conference in Paris.
He noted that AI image and video generation tools are speeding up content production drastically, while automated messaging systems can now achieve “personalization at scale like never before.”
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However, the Publicis chief stressed that AI should only be considered a tool that people can use to augment their lives.
“We should not believe that AI is more than a tool,” he added.
And while AI is likely to impact some jobs, Levy ultimately thinks it will create more roles than it destroys.
“Will AI replace me, and will AI kill some jobs? I think that AI, yes, will destroy some jobs,” Levy conceded. However, he added that, “more importantly, AI will transform jobs and will create more jobs. So the net balance will be probably positive.”
This, he says, would be in keeping with the labor impacts of previous technological inventions like the internet and smartphones.
“There will be more autonomous work,” Levy added.
Still, Nicole Denman Greene, analyst at Gartner, warns brands should be wary of causing a negative reaction from consumers who are skeptical of AI’s impact on human creativity.
According to a Gartner survey from September, 82% of consumers said firms using generative AI should prioritize preserving human jobs, even if it means lower profits.
“Pivot from what AI can do to what it should do in advertising,” Greene told CNBC.
“What it should do is help create groundbreaking insights, unique execution to reach diverse and niche audiences, push boundaries on what ‘marketing’ is and deliver more brand differentiated, helpful and relevant personalized experiences, including deliver on the promise of hyper-personalization.”
Jensen Huang, co-founder and chief executive officer of Nvidia Corp., left, and Emmanuel Macron, France’s president at the 2025 VivaTech conference in Paris, France, on Wednesday, June 11, 2025.
Nathan Laine | Bloomberg | Getty Images
Nvidia boss Jensen Huang has been on a tour of Europe this week, bringing excitement and intrigue to everywhere he visited.
His message was clear — Nvidia is the company that can help Europe build its artificial intelligence infrastructure so the region can take control of its own destiny with the transformative technology.
I’ve been in London and Paris this week following Huang around as he met with U.K. Prime Minister Keir Starmer, French President Emmanuel Macron, journalists, fans, analysts and gave a keynote at Nvidia’s GTC event in the capital of France.
Here’s the what I saw and the key things I learned.
At London Tech Week, the lines were long and the auditorium packed to hear him speak.
The GTC event in Paris was full too. It was like going to a music concert or sporting event. There were GTC Paris T-shirts on the back of every chair and even a merchandise store.
Nvidia GTC in Paris on 11 June 2025
Arjun Kharpal
The aura of Huang really struck me when, after a question-and-answer session with him and a room full of attendees, most people lined up to take pictures or selfies with him.
Macron and Starmer both wanted to be seen on stage with him.
Nvidia positions itself as Europe’s AI hope
Nvidia’s key product is its graphics processing units (GPU) that are used to train and execute AI applications.
But Huang has positioned Nvidia as more than a chip company. During the week, he described Nvidia as an infrastructure firm. He also said AI should be seen as infrastructure like electricity.
His pitch to all countries was that Nvidia could be the company that will help countries build out that infrastructure.
“We believe that in order to compete, in order to build a meaningful ecosystem, Europe needs to come together and build capacity that is joint,” Huang said during a speech at the Viva Tech conference in Paris on Wednesday.
Jensen Huang, CEO of Nvidia, speaks during the Viva Technology conference dedicated to innovation and startups at Porte de Versailles exhibition center in Paris, France, June 11, 2025.
Gonzalo Fuentes | Reuters
One of the most significant partnerships announced this week is between French startup Mistral and Nvidia to build a so-called AI cloud using the latter’s GPUs.
Huang spoke a lot during the week about “sovereign AI” — the concept of building data centers within a country’s borders that services its population rather than relying on servers located overseas. Among European policymakers and companies, this has been an important topic.
Huang also heaped praise on the U.K., France and Europe more broadly when it came to their potential in the AI industry.
China still behind but catching up
On Thursday, Huang decided to do a tour of Nvidia’s booth and I managed to catch him to get a few words on CNBC’s “Squawk Box Europe.”
A key topic of that discussion was China. Nvidia has not been able to sell its most advanced chips to China because of U.S. export controls and even less sophisticated semiconductors are being blocked. In its last quarterly results, Nvidia took a $4.5 billion hit on unsold inventory.
I asked Huang about how China was progressing with AI chips, in particular referencing Huawei, the Chinese tech giant that is trying to make semiconductor products to rival Nvidia.
Huang said Huawei is a generation behind Nvidia. But because there is lots of energy in China, Huawei can just use more chips to get results.
“If the United States doesn’t want to partake, participate in China, Huawei has got China covered, and Huawei has got everybody else covered,” Huang said.
In addition, Huang is concerned about the strategic importance of U.S. companies not having access to China.
“It’s even more important that the American technology stack is what AI developers around the world build on,” Huang said.
Just reading between the lines somewhat — Huang sees a world where Chinese AI tech advances. Some countries may decide to build their AI infrastructure with Chinese companies rather than American. That in turn could give Chinese companies a chance to be in the AI race.
Quantum, robotics and driverless is the future
Huang often uses public appearances to talk about the future.
I asked him about some of those areas he’s bullish on like robotics and driverless cars, technology that Nvidia’s products can power.
Huang told me this will be the “decade of” autonomous vehicles and robotics.
Nvidia boss Jensen Huang delivers a speech on stage talking about robotics.
Arjun Kharpal | CNBC
During his keynote at GTC Paris on Wednesday, he also address quantum computing, saying the technology is reaching “an inflection point.”
Quantum computers are widely believed to be able to solve complex problems that classic computers can’t. This could include things like discovering new drugs or materials.
In an aerial view, a Tesla showroom at 12845 N. US 183 Highway Service Road is seen after police were called for a suspicious device in Austin, Texas, on March 24, 2025.
Brandon Bell | Getty Images
With Elon Musk looking to June 22 as his tentative start date for Tesla’s pilot robotaxi service in Austin, Texas, protesters are voicing their opposition.
Public safety advocates and political protesters, upset with Musk’s work with the Trump administration, joined together in downtown Austin on Thursday to express their concerns about the robotaxi launch. Members of the Dawn Project, Tesla Takedown and Resist Austin say that Tesla’s partially automated driving systems have safety problems.
Tesla sells its cars with a standard Autopilot package, or a premium Full Self-Driving option (also known as FSD or FSD supervised), in the U.S. Automobiles with these systems, which include features like automatic lane keeping, steering and parking, have been involved in dozens of collisions, some fatal, according to data tracked by the National Highway Traffic Safety Administration.
Tesla’s robotaxis, which Musk showed off in a video clip on X earlier this week, are new versions of the company’s popular Model Y vehicles, equipped with a future release of Tesla’s FSD software. That “unsupervised” FSD, or robotaxi technology, is not yet available to the public.
Tesla critics with The Dawn Project, which calls itself a tech-safety and security education business, brought a version of Model Y with relatively recent FSD software (version 2025.14.9) to show residents of Austin how it works.
In their demonstration on Thursday, they showed how a Tesla with FSD engaged zoomed past a school bus with a stop sign held out and ran over a child-sized mannequin that they put in front of the vehicle.
Dawn Project CEO Dan O’Dowd also runs Green Hills Software, which sells technology to Tesla competitors, including Ford and Toyota.
Stephanie Gomez, who attended the demonstration, told CNBC that she didn’t like the role Musk had been playing in the government. Additionally, she said she has no confidence in Tesla’s safety standards and said there’s been a lack of transparency from Tesla regarding how its robotaxis will work.
Another protester, Silvia Revelis, said she also opposed Musk’s political activity, but that safety is the biggest concern.
“Citizens have not been able to get safety testing results,” she said. “Musk believes he’s above the law.”
Tesla didn’t immediately respond to a request for comment.