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Dado Ruvic | Reuters

DeepSeek has rattled the U.S.-led AI ecosystem with its latest model, shaving hundreds of billions in chip leader Nvidia’s market cap. While the sector leaders grapple with the fallout, smaller AI companies see an opportunity to scale with the Chinese startup.

Several AI-related firms told CNBC that DeepSeek’s emergence is a “massive” opportunity for them, rather than a threat. 

“Developers are very keen to replace OpenAI’s expensive and closed models with open source models like DeepSeek R1…” said Andrew Feldman, CEO of artificial intelligence chip startup Cerebras Systems.

The company competes with Nvidia’s graphic processing units and offers cloud-based services through its own computing clusters. Feldman said the release of the R1 model generated one of Cerebras’ largest-ever spikes in demand for its services. 

“R1 shows that [AI market] growth will not be dominated by a single company — hardware and software moats do not exist for open-source models,” Feldman added. 

Open source refers to software in which the source code is made freely available on the web for possible modification and redistribution. DeepSeek’s models are open source, unlike those of competitors such as OpenAI.

DeepSeek also claims its R1 reasoning model rivals the best American tech, despite running at lower costs and being trained without cutting-edge graphic processing units, though industry watchers and competitors have questioned these assertions.

“Like in the PC and internet markets, falling prices help fuel global adoption. The AI market is on a similar secular growth path,” Feldman said. 

Inference chips 

DeepSeek could increase the adoption of new chip technologies by accelerating the AI cycle from the training to “inference” phase, chip start-ups and industry experts said.

Inference refers to the act of using and applying AI to make predictions or decisions based on new information, rather than the building or training of the model.

“To put it simply, AI training is about building a tool, or algorithm, while inference is about actually deploying this tool for use in real applications,” said Phelix Lee, an equity analyst at Morningstar, with a focus on semiconductors.  

While Nvidia holds a dominant position in GPUs used for AI training, many competitors see room for expansion in the “inference” segment, where they promise higher efficiency for lower costs.

AI training is very compute-intensive, but inference can work with less powerful chips that are programmed to perform a narrower range of tasks, Lee added.

A number of AI chip startups told CNBC that they were seeing more demand for inference chips and computing as clients adopt and build on DeepSeek’s open source model. 

“[DeepSeek] has demonstrated that smaller open models can be trained to be as capable or more capable than larger proprietary models and this can be done at a fraction of the cost,” said Sid Sheth, CEO of AI chip start-up d-Matrix. 

“With the broad availability of small capable models, they have catalyzed the age of inference,” he told CNBC, adding that the company has recently seen a surge in interest from global customers looking to speed up their inference plans. 

Robert Wachen, co-founder and COO of AI chipmaker Etched, said dozens of companies have reached out to the startup since DeepSeek released its reasoning models.

“Companies are [now] shifting their spend from training clusters to inference clusters,” he said. 

“DeepSeek-R1 proved that inference-time compute is now the [state-of-the-art] approach for every major model vendor and thinking isn’t cheap – we’ll only need more and more compute capacity to scale these models for millions of users.”

Jevon’s Paradox 

Analysts and industry experts agree that DeepSeek’s accomplishments are a boost for AI inference and the wider AI chip industry. 

“DeepSeek’s performance appears to be based on a series of engineering innovations that significantly reduce inference costs while also improving training cost,” according to a report from Bain & Company.

“In a bullish scenario, ongoing efficiency improvements would lead to cheaper inference, spurring greater AI adoption,” it added. 

This pattern explains Jevon’s Paradox, a theory in which cost reductions in a new technology drive increased demand.

Financial services and investment firm Wedbush said in a research note last week that it continues to expect the use of AI across enterprise and retail consumers globally to drive demand.

Speaking to CNBC’s “Fast Money” last week, Sunny Madra, COO at Groq, which develops chips for AI inference, suggested that as the overall demand for AI grows, smaller players will have more room to grow.

“As the world is going to need more tokens [a unit of data that an AI model processes] Nvidia can’t supply enough chips to everyone, so it gives opportunities for us to sell into the market even more aggressively,” Madra said.

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Meet Partiful, the Gen Z party-planning staple that’s taking on Apple

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Meet Partiful, the Gen Z party-planning staple that's taking on Apple

Partiful’s CEO, Shreya Murthy, and CTO, Joy Tao

Courtesy: Partiful

When Shreya Murthy and Joy Tao decided to launch a party-planning startup in 2020, they settled on a business goal of “bringing people together in person.”

The Covid-19 pandemic demanded the exact opposite.

Despite the challenge of the pandemic, Partiful survived, and five years later, the New York startup is now used by millions of people to plan events such as birthday parties, housewarmings and weddings.

The app’s a favorite of those ages 20 to 30, and it’s added 2 million new users since January, Partiful CEO Murthy told CNBC. The company has never revealed its exact base of monthly users.

Partiful drew attention on social media after Apple, known for replicating features from popular apps on the iPhone, launched its own event-planning service in February, and the startup posted a joke about “copycats” on its X account.

Of course, Partiful isn’t the first party-planning app. It competes against not only Apple Invites, but also Eventbrite, Evite, Punchbowl and others.

Each service differs slightly in its target markets and features. Evite, for example, uses a “freemium” model, where certain invitation designs and other features are paywalled. Eventbrite is often used to promote and sell admission to large public events.

What sets Partiful apart from its competitors — and appeals to its Gen Z user base — is its often humorous, casual designs, some of which are created by Partiful’s in-house designers.

“Friend invited me to a gathering that doesn’t have a Partiful….feeling lost, confused, unprepared…much like when I (Gen Z) receive a phone call out of the blue,” X user Athena Kan posted in August.

For the first quarter of 2025, Partiful averaged 500,000 monthly active users, up 400% year over year, with 9 out of 10 users on the app based in the U.S., according to estimates provided to CNBC by Sensor Tower, a market research firm. That compares with Eventbrite’s 4.4 million monthly active users, which is up 2% year over year, and Punchbowl with approximately 85,000 monthly users, which is down about 2% compared to a year ago. A spokesperson for Evite told CNBC that the service saw more than 20 million monthly active users for the first quarter of 2025.

It’s unclear how many people still use Facebook’s once-popular event-planning feature Facebook Events. Facebook’s parent company, Meta, shut down the standalone app.

Sample invitations from the Partiful app

Source: Partiful

Bringing people together in real life

Murthy and Tao both went to Princeton University and worked at Palantir Technologies at the same time, but they didn’t meet until they were introduced later by a mutual friend. Both were looking to move to the consumer-facing side of tech. 

Tao, then a software engineer at Meta, wanted to leave the company to focus on products that were more relatable to daily life, and said that the social media company’s goal of keeping users engaged on their apps sometimes can create “perverse incentives.”

“For me, driving more people to spend more time staring at their phone, staring at this endless feed of content, wasn’t super motivating, wasn’t super meaningful to me personally,” said Tao, Partiful’s tech chief and a self-described “avid party planner.”

Meta declined to comment.

Tao and Murthy went through a sort of “dating period” where they asked each other what they thought leading a startup together could look like. Among the voids they identified was how intimate social events, such as birthday parties where a host would be likely to see the attendees again, were still planned on text chains that made it difficult to track, communicate or plan an ideal event time with guests.

“If you’re not sure when people are free, that’s a really annoying problem,” Murthy said.

She and Tao took the leap.

With few in-person events happening during the 2020 lockdowns, Partiful’s engineering team focused on building the platform’s text message-based infrastructure so that the service could be used by both iPhone and Android users. 

Partiful’s team, which has now grown to 25, operates out of downtown Brooklyn. The service is no longer limited to text messages and its website. The company launched apps for the iPhone and Android devices in 2023 and 2024, respectively, and Partiful now serves as a one-stop destination for organizing the different phases of planning and hosting a party. The company has reportedly raised $20 million in a funding round led by Andreessen Horowitz.

Speaking Gen Z’s language

What makes Partiful fun for users is how customizable an invite can be.

Hosts can create a free birthday invite with a lime-green parody cover of Charli XCX’s “brat” album, for example, or plan a girls’ night out with a cover photo of Shrek in sunglasses. They can track “yes,” “no” or “maybe” RSVPs under a portrait of Martha Stewart and Snoop Dogg, and invited guests can use a “boop” feature to send random emojis rather than a direct message to each other.

Party planners can also send out uniform text blasts to the group before and after the event and manage an in-app photo album for uploading memories.

Partiful is available for anyone to use, but Murthy said the company sees the most need for the service among young users in the “postgrad” period of life. That’s a stage where people might be moving to new cities and away from their established college friend groups.

“You’re starting your adult life and have to not only figure out, ‘How do I rent an apartment? How do I work a new job? How do I exist in this new version of myself?'” Murthy said. “On top of that, you’re also having to rebuild your entire social circle.”

For the hosts and partiers in its user base, Partiful has become part of their social routine, and it has continued to gain traction online. The company told CNBC that over 60% of its active app users check Partiful every week.

As for Apple, Partiful isn’t sweating its new rival just yet.

Apple Invites requires that users have an iCloud+ subscription to create events, though it’s free to RSVP if a guest doesn’t have an Apple account. That service starts at 99 cents a month in the United States. Apple did not respond to a request for comment.

Partiful is free, at least for now.

Like many other tech companies that rely on distribution services such as Apple’s App Store, Partiful has a nuanced relationship with its much-larger counterpart. Partiful could lose some users to Apple, but it can also benefit from promotion by the app distributor.

That’s what happened in 2024, when Partiful was named a finalist for Apple’s App Store Awards for Cultural Impact, and won Google Play’s “Best App of 2024.” The app remained an “editor’s choice” pick on the App Store as of publication.

For now, Partiful remains confident.

“We haven’t really seen any users that have been leaving Partiful for Apple Invites,” Murthy said.

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How quantum could supercharge Google’s AI ambitions

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How quantum could supercharge Google’s AI ambitions

Inside a secretive set of buildings in Santa Barbara, California, scientists at Alphabet are working on one of the company’s most ambitious bets yet. They’re attempting to develop the world’s most advanced quantum computers.

“In the future, quantum and AI, they could really complement each other back and forth,” said Julian Kelly, director of hardware at Google Quantum AI.

Google has been viewed by many as late to the generative AI boom, because OpenAI broke into the mainstream first with ChatGPT in late 2022.

Late last year, Google made clear that it wouldn’t be caught on the backfoot again. The company unveiled a breakthrough quantum computing chip called Willow, which it says can solve a benchmark problem unimaginably faster than what’s possible with a classical computer, and demonstrated that adding more quantum bits to the chip reduced errors exponentially. 

“That’s a milestone for the field,” said John Preskill, director of the Caltech Institute for Quantum Information and Matter. “We’ve been wanting to see that for quite a while.”

Willow may now give Google a chance to take the lead in the next technological era. It also could be a way to turn research into a commercial opportunity, especially as AI hits a data wall. Leading AI models are running out of high-quality data to train on after already scraping much of the data on the internet.

“One of the potential applications that you can think of for a quantum computer is generating new and novel data,” said Kelly. 

He uses the example of AlphaFold, an AI model developed by Google DeepMind that helps scientists study protein structures. Its creators won the 2024 Nobel Prize in Chemistry. 

“[AlphaFold] trains on data that’s informed by quantum mechanics, but that’s actually not that common,” said Kelly. “So a thing that a quantum computer could do is generate data that AI could then be trained on in order to give it a little more information about how quantum mechanics works.” 

Kelly has said that he believes Google is only about five years away from a breakout, practical application that can only be solved on a quantum computer. But for Google to win the next big platform shift, it would have to turn a breakthrough into a business. 

Watch the video to learn more.

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Nintendo Switch 2 retail preorder to begin April 24 following tariff delays

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Nintendo Switch 2 retail preorder to begin April 24 following tariff delays

An attendee wearing a Super Mario costume uses a Nintendo Switch 2 game console while playing a video game during the Nintendo Switch 2 Experience at the ExCeL London international exhibition and convention centre in London, Britain, April 11, 2025. 

Isabel Infantes | Reuters

Nintendo on Friday announced that retail preorder for its Nintendo Switch 2 gaming system will begin on April 24 starting at $449.99.

Preorders for the hotly anticipated console were initially slated for April 9, but Nintendo delayed the date to assess the impact of the far-reaching, aggressive “reciprocal” tariffs that President Donald Trump announced earlier this month.

Most electronics companies, including Nintendo, manufacture their products in Asia. Nintendo’s Switch 1 consoles were made in China and Vietnam, Reuters reported in 2019. Trump has imposed a 145% tariff rate on China and a 10% rate on Vietnam. The latter is down from 46%, after he instituted a 90-day pause to allow for negotiations.

Nintendo said Friday that the Switch 2 will cost $449.99 in the U.S., which is the same price the company first announced on April 2.

“We apologize for the retail pre-order delay, and hope this reduces some of the uncertainty our consumers may be experiencing,” Nintendo said in a statement. “We thank our customers for their patience, and we share their excitement to experience Nintendo Switch 2 starting June 5, 2025.”

The Nintendo Switch 2 and “Mario Kart World bundle will cost $499.99, the digital version “Mario Kart World” will cost $79.99 and the digital version of “Donkey Kong Bananza” will cost $69.99, Nintendo said. All of those prices remain unchanged from the company’s initial announcement.

However, accessories for the Nintendo Switch 2 will “experience price adjustments,” the company said, and other future changes in costs are possible for “any Nintendo product.”

It will cost gamers $10 more to by the dock set, $1 more to buy the controller strap and $5 more to buy most other accessories, for instance.

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