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With 250,000 highly-desired Nvidia graphics processors, CoreWeave has become one of the most prominent “GPU clouds,” a status it hopes investors will value when it debuts on the public markets.

But the world of artificial intelligence hardware is moving so quickly that it raises questions about how long those chips will remain on the cutting edge and in demand. It’s a concern that could impact investor demand for shares of CoreWeave, one of the most anticipated IPOs in years.

CoreWeave, which rents out remote access to computers based on Nvidia AI chips, said in a financial filing this month that most of its AI chips are from Nvidia’s Hopper generation. Those chips, such as the H100, were state-of-the-art in 2023 and 2024. They were scarce as AI companies bought or rented all the chips they could get in the wake of OpenAI ushering in the generative AI age with the release of ChatGPT in late 2022.

But these days, Nvidia CEO Jensen Huang says that his company’s Hopper chips are getting blown out of the water by their successors – the Blackwell generation of GPUs, which have been shipping since late 2024. Hopper chips are “fine” for some circumstances but “not many,” Huang joked at Nvidia’s GTC conference last week.

“In a reasoning model, Blackwell is 40 times the performance of Hopper. Straight up. Pretty amazing,” Huang said. “I said before that when Blackwell starts shipping in volume, you couldn’t give Hoppers away.”

That’s great for Nvidia, which needs to find ways to keep selling chips to the companies committed to the AI race, but it’s bad news for GPU clouds like CoreWeave. That’s because the New Jersey company models the future trajectory of its business based on how much it anticipates being able to rent Nvidia chips out for over the next five to six years.

Huang may have been kidding, but Nvidia spent much of its event detailing just how much better its Blackwell chips are. In Nvidia’s view, the best way to decrease the high cost of serving AI is by buying faster chips.

Blackwell systems are in full production and shipping to customers, and Nvidia plans to introduce an upgraded version of Blackwell in late 2026. When new chips come out, the older chips — the kind CoreWeave has a quarter of a million of — go down in price, Huang said. So too does the price of renting them.

Older chips don’t just stop working when new ones come out. Most companies, including CoreWeave, plan to use Hopper chips for six years. But Nvidia is telling customers that its newer, faster chips are capable of producing more AI content, which leads to more revenues at a better margin for clouds.

An H100 would have to be priced 65% lower per hour than an Nvidia Blackwell GB200 NVL system for the two systems to be competitive in price per output to a renter. Put another way, the H100 would have to rent at 98 cents per hour to match the price per output of a Blackwell rack system priced at $2.20 per hour per GPU, SemiAnalysis estimated, speaking generally about AI rentals.

H100s rented for as much as $8 per hour back in 2023 and often required long commitments and lead times, but now, usage of those chips can be summoned in minutes with a credit card. Some services now offer rented H100 access for under $2 per hour.

The industry could be entering a period where the useful life of AI chips is reduced, Barclays analyst Ross Sandler wrote in a note on Friday. He was focused on hyperscalers — Meta, Google and Amazon — but the trend affects smaller cloud providers like CoreWeave, too.

“These assets are becoming obsolete at a much more rapid pace given how much innovation and speed improvements happen with each generation,” Sandler wrote.

This threatens company earnings if they end up depreciating older equipment faster, he said. 

CoreWeave says that if there were to be changes to the “significant” assumptions it makes about the useful lifetime of its AI infrastructure, it could hurt its business or future prospects. CoreWeave has also borrowed nearly $8 billion to buy Nvidia chips and build its data centers, sometimes using the GPUs it amassed as collateral.

Analysts and investors are also increasingly asking questions about the useful lifespan of these new AI systems and whether their financial depreciation schedules should be accelerated because the technology is improving so fast.

CoreWeave says in its filing that it seeks to offer state-of-the-art infrastructure and says it will continue spending to expand and improve its data centers.

“Part of this process entails cycling out outdated components of our infrastructure and replacing them with the latest technology available,” the New Jersey company said. “This requires us to make certain estimates with respect to the useful life of the components of our infrastructure and to maximize the value of the components of our infrastructure, including our GPUs, to the fullest extent possible.”

CoreWeave and Nvidia maintain a good relationship. CoreWeave will certainly buy more chips from Nvidia, which owns more than 5% of the New Jersey company. 

“We’re super proud of them,” Huang said last week.

But Nvidia’s road map for releasing new chips that it proudly touts will make their predecessors obsolete is a threat to CoreWeave’s ambitions.

WATCH: CoreWeave begins marketing IPO, targeting price range of $47-$55 per share: Report

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Tesla shares tumble ahead of first-quarter earnings report

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Tesla shares tumble ahead of first-quarter earnings report

SpaceX CEO Elon Musk attends a cabinet meeting held by U.S. President Donald Trump at the White House on March 24, 2025.

Win McNamee | Getty Images

Tesla shares fell almost 6% on Monday, a day ahead of the electric vehicle company’s first-quarter earnings report, as analysts fret over “ongoing brand erosion.”

The stock closed at $227.50 leaving it less than $6 above its low for the year on April 8. The shares are now down 44% for the year after wrapping up their worst quarter since 2022 in March. It’s the 12th time this year the stock has dropped by at least 5% in a single session.

CEO Elon Musk’s many distractions outside of Tesla, especially his role within the Trump administration, are in focus, along with the company’s progress on a long-delayed robotaxi and self-driving technology for its existing cars.

In the online forum that Tesla uses to solicit investor inquiries in advance of its earnings calls, more than 300 questions were submitted pertaining to Tesla’s self-driving systems, around 200 came in about the company’s Optimus humanoid robots in development, and more than 160 questions poured in about Musk individually. One investor asked, “What steps has the board of directors taken to mitigate the brand damage caused by Elon’s political activities?”

After spending $290 million to help return Trump to the White House, Musk is now leading an initiative to slash tens of thousands of federal jobs, sell off or end leases for federal office buildings, and reduce U.S. government capacity.

Musk’s politics and antics have elicited a massive backlash in Europe and parts of the U.S. This year, the company has been hit with waves of protests, boycotts and some criminal activity that targeted Tesla vehicles and facilities in response to Musk.

Earlier this month, Tesla reported 336,681 vehicle deliveries in the first quarter, a 13% decline from the same period a year earlier.

Tesla Q1 deliveries worse than expected

The company is expected to report revenue of $21.24 billion for the first quarter, according to LSEG, which would mark a slight drop from the same period last year. Analysts expect earnings per share of 40 cents. Investors will be paying particularly close attention to any commentary about Trump’s widespread tariffs and the potential impact on revenue and earnings as the year progresses.

Oppenheimer analysts wrote in a note out Monday that “ongoing brand erosion” for Tesla in the U.S. and Europe is weighing on sales already, but a “bigger issue for the company is potential weakness in China demand and margin impact due to the Trump tariffs.”

They wrote that competition in China, coupled with “nationalistic” consumer trends there, could “drive sales toward domestic brands.” Tesla would then have to export more of its China-made cars, which could lead to “downward pressure on pricing,” the Oppenheimer analysts said.

Caliber, a research firm that tracks how U.S. consumer sentiment is shifting around major brands, found that only 27% of its survey respondents in March would consider purchasing a Tesla, compared to 46% in January 2022.

Wedbush Securities analyst Dan Ives, a longtime Tesla bull, is hoping for a “turnaround vision” from Musk on Tuesday’s earnings call.

“Tesla has now unfortunately become a political symbol globally of the Trump Administration/DOGE,” he wrote, noting that “Tesla’s stock has been crushed since Trump stepped back into the White House.”

Ives estimated 15% to 20% “permanent demand destruction for future Tesla buyers due to the brand damage Musk has created” by working for Trump.

Late last week, Barclays maintained the equivalent of a sell rating and slashed its price target on Tesla to $275 from $325, citing a “confusing set-up” on the first-quarter with “weak fundamentals.” The firm said it could see a positive reaction if Musk is more focused on his automaker, and depending on what the company discloses about an anticipated “FSD event,” referring to Tesla’s Full Self-Driving offering.

Tesla said in announcing its reporting date that, in addition to earnings, it will provide a “live company update,” language the company hasn’t typically used in disclosures.

WATCH: Why investors are divided on Tesla’s turn to robots and self-driving cars

Why investors are divided on Tesla's turn to robots and self-driving cars

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Google says DOJ’s proposal for breakup would harm U.S. in ‘global race with China’

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Google says DOJ's proposal for breakup would harm U.S. in 'global race with China'

CEO of Alphabet and Google Sundar Pichai meets Polish Prime Minister at the Chancellery in Warsaw, Poland on March 29, 2022.

Mateusz Wlodarczyk | Nurphoto | Getty Images

As Google heads back to the courtroom Monday, the company is arguing that the U.S. needs the company in its full form to take on chief adversary China and uphold national security in the process.

The remedies trial in Washington, D.C., follows a judge’s ruling in August that Google has held a monopoly in its core market of internet search, the most-significant antitrust ruling in the tech industry since the case against Microsoft more than 20 years ago.

The Justice Department has called for Google to divest its Chrome browser unit and open its search data to rivals. Google said in a blog post on Monday that such a move is not in the best interest of the country as the global battle for supremacy in artificial intelligence rapidly intensifies. In the first paragraph of the post, Google named China’s DeepSeek as an emerging AI competitor.

The DOJ’s proposal would “hamstring how we develop AI, and have a government-appointed committee regulate the design and development of our products,” Lee-Anne Mulholland, Google’s vice president of regulatory affairs, wrote in the post. “That would hold back American innovation at a critical juncture. We’re in a fiercely competitive global race with China for the next generation of technology leadership, and Google is at the forefront of American companies making scientific and technological breakthroughs.”

Google is one of a number of U.S. tech companies trying to fend off the Trump administration’s antirust pursuits, most of which is held over from the Biden administration. Google lost a separate antitrust case last week, when a federal judge ruled Thursday that Google held illegal monopolies in online advertising markets due to its position between ad buyers and sellers.

Meta is currently in court against the Federal Trade Commission, which has alleged that the company monopolizes the social networking market and shouldn’t have been able to acquire Instagram and WhatsApp. Amazon also faces an FTC lawsuit for allegedly maintaining an illegal monopoly. And beyond antitrust, Trump’s FTC on Monday sued Uber, accusing the ride-hailing company of deceptive billing and cancellation practices tied to its subscription service.

It’s the type of enforcement actions the tech industry was hoping to avoid when President Trump took office in January. Google, Meta, Amazon and Uber — and top executives from some — publicly donated to Trump’s inaugural fund, part of a widespread corporate effort to cozy up to the incoming administration.

Fmr. DOJ antitrust chief: Antitrust enforcement is most important in times of tech inflection points

For Google, the search remedies trial will determine the consequences of the guilty verdict from August. The three-week trial will end on May 9. Judge Amit Mehta is expected to make his ruling in August, at which point Google plans to file an appeal.

“At trial we will show how DOJ’s unprecedented proposals go miles beyond the Court’s decision, and would hurt America’s consumers, economy, and technological leadership,” Mulholland wrote.

Google plans to argue that Chrome provides freedom. The browser helps people access the web, and its open source code is used by other companies. One of the DOJ’s proposals is that Google open its search data, such as search queries, clicks and results to other companies.

That would “introduce not just cybersecurity and even national security risks, but also increase the cost of your devices,” Google said.

A central part of Google”s challenge is to strike a balance between being seen as essential to American innovation, but not so essential that other companies can’t compete, particularly when it comes to AI.

Google will likely tout how it’s fueled AI innovation for years and will point to the “Transformers” research paper, which provided technical architecture used in AI chatbots like OpenAI’s ChatGPT, Perplexity and Anthropic.

The DOJ has said that in search, “Google’s agreements continue to insulate Google’s monopoly.” The department plans to bring testimony from Nick Turley, ChatGPT’s head of product, and Perplexity Chief Business Officer Dmitry Shevelenko.

In a blog post on Monday, Perplexity said that “the remedy isn’t breakup,” but rather that consumers should have more choice. The company said phone makers should be able to offer their customers an assortment of search options “without fearing financial penalties or access restrictions.”

“Consumers deserve the best products, not just the ones that pay the most for placement,” Perplexity wrote. “This is the only remedy that ensures consumer choice can determine the winners.”

WATCH: Google, Meta fight antitrust cases in same courthouse

Google, Meta fight antitrust cases in same courthouse

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Amazon has paused some data center lease commitments, Wells Fargo says

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Amazon has paused some data center lease commitments, Wells Fargo says

Amazon CEO Andy Jassy speaks at a company event in New York on Feb. 26, 2025.

Michael Nagle | Bloomberg | Getty Images

Amazon has delayed some commitments around new data center leases, Wells Fargo analysts said Monday, the latest sign that economic concerns may be affecting tech companies’ spending plans.

A week ago, a Microsoft executive said the software company was slowing down or temporarily holding off on advancing early build-outs. Amazon Web Services and Microsoft are the leading providers of cloud infrastructure, and both have ramped up their capital expenditures in recent quarters to meet the demands of the generative artificial intelligence boom.

“Over the weekend, we heard from several industry sources that AWS has paused a portion of its leasing discussions on the colocation side (particularly international ones),” Wells Fargo analysts wrote in a note. They added that “the positioning is similar to what we’ve heard recently from MSFT,” in that both companies are reeling in some new projects but not canceling signed deals.

Tech stocks have been under pressure across the board his year as President Donald Trump’s proposals for widespread tariffs raised the prospect for dramatically higher costs on imports of equipment while also threatening to slow the economy. Cloud infrastructure providers have been aggressively announcing plans to collectively spend hundreds of billions of dollars securing Nvidia’s graphics processing units, or GPUs, and building new data centers.

That was before the announcement on tariffs earlier this month. Microsoft and Amazon both report quarterly results next week. Their stock prices were down on Monday, bringing Amazon’s decline for the year to 25% and Microsoft’s drop to 15%.

An AWS spokesperson did not immediately provide a comment. Earlier this month, Amazon CEO Andy Jassy told CNBC’s Andrew Ross Sorkin that he did not see the company cutting down on data center construction.

Wells Fargo has a hold rating on Amazon shares.

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