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The eponymous sign outside Epic headquarters in Verona, Wisconsin.

Source: Yiem via Wikipedia CC

Epic Systems, the largest provider of software for managing medical records, says a venture-backed startup called Particle Health is using patient data in unauthorized and unethical ways that have nothing to do with treatment.

Epic told customers in a notice on Thursday that it cut off its connection to Particle, hindering the company’s ability to tap a system with more than 300 million patient records. Particle is one of several companies that acts as a sort of middleman between Epic and the organizations — typically hospitals and clinics — that need the data.

Patient data is inherently sensitive and valuable, and it’s protected by the Health Insurance Portability and Accountability Act, or HIPAA, a federal law that requires a patient’s consent or knowledge for third-party access. One way Epic’s electronic health records (EHR) are accessed is through an interoperability network called Carequality, which facilitates the exchange of more than 400,000 documents a month, according to its website. Particle is a member of the Carequality network.

To join the network, organizations are vetted and have to agree to abide by clear “Permitted Purposes” for the exchange of patient data. Epic responds to requests for data that fall under the “Treatment” permitted purpose, which means the recipient is providing care to the person whose records they are requesting. 

Epic said in its notice on Thursday that it filed a formal dispute with Carequality on March 21, over concerns that Particle and its participant organizations “might be inaccurately representing the purpose associated with their record retrievals.” The company suspended its connection with Particle that day.

“This poses potential security and privacy risks, including the potential for HIPAA Privacy Rule violations,” Epic said in the notice, which was obtained by CNBC. 

In a blog post late Friday, Carequality said it takes disputes “very seriously and is committed to maintaining the integrity of the dispute resolution process as well as trusted exchange within the framework.” The organization said it can’t comment about the existence of any disputes or member activities.

Representatives from Epic and Particle didn’t respond to requests for comment. However, Particle published a blog post Friday evening and said it began “addressing this issue immediately” after Epic “stopped responding to data requests from a subset of customers” on March 21. Particle said in the post that a big challenge in such matters is that there is “no standard reference to assess the definition of Treatment.”

“These definitions have become more difficult to delineate as care becomes more complicated with providers, payers, and payviders all merging in various large healthcare conglomerates,” Particle wrote.

Epic, a 45-year-old privately held company based in Wisconsin, is the largest EHR vendor by hospital market share in the U.S., with 36% of the market, according to a May report from KLAS Research. Oracle is second at 25%, following the software company’s $28 billion purchase of Cerner in 2022.

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As of July 2022, Particle had raised a total of $39.3 million from investors including Menlo Ventures, Story Ventures and Pruven Capital, according to a release. The New York-based startup said at the time that its technology “uniquely combines data from 270 million plus patients’ medical records by aggregating and unifying healthcare records from thousands of sources.”

Epic said Particle introduced thousands of new participant connections to Carequality in October, and asserted that they fell under the treatment use case. In the following months, all of Particle’s participant organizations claimed a permitted purpose of treatment for their requests, Epic said. 

‘Non-treatment use case’

However, Epic began to notice some red flags. The company said it observed anomalies in the patient record exchange patterns, like requests for large numbers of records within a certain geographical region. Additionally, Epic said that the companies connected to Particle weren’t sending new data back from patients, which “suggests a non-treatment use case.” 

Epic and its Care Everywhere Governing Council, consisting of 15 industry representatives, evaluated Particle’s new participant connections and determined that organizations like Integritort, MDPortals and Reveleer, which acquired MDPortals last year, “likely didn’t conform to a Treatment Permitted Purpose,” the notice said.

Epic said it learned that another Carequality member was planning to file a dispute, alleging that Integritort was using the patient data to try and identify potential class action lawsuit participants. On March 28, Epic said it discovered that a participant called Novellia claimed it was requesting records under treatment, despite publicly advertising its product as a “personal health tool.”

Integritort, Reveleer and Novellia didn’t respond to requests for comment.

Epic said it filed a formal dispute with Carequality at the Governing Council’s recommendation. On April 4, Epic asked Particle to provide additional information to illustrate how its participants qualify for the treatment use case, according to the notice. 

Michael Marchant, director of interoperability and innovation at University of California Davis Health, serves as the chair of Epic’s Governing Council. He said it’s hard to know exactly why Particle might have provided these organizations with records, or whether it intentionally engaged in wrongdoing. But, he said, companies have to act responsibly even if pressured to deliver financial results.

“If they were selling to things that they knew were not treatment-related organizations in an effort to match VC funding or profit margins or revenue targets or what have you, then that would be really bad,” Marchant told CNBC in an interview.

In a statement on LinkedIn Wednesday, Particle founder Troy Bannister said Epic acted unilaterally, and that Particle has not seen “rationale, justification or official claims” surrounding these issues.

Bannister wrote that, to the company’s knowledge, “all of the affected partners directly support treatment.” He said these organizations pull data for care providers and share data back with the Carequality network. 

“While we continue maintaining our connection with Carequality, the ability for one implementor to decide, without evidence or even so much as a warning, to disconnect providers at massive scale, jeopardizes clinical operations for hundreds of thousands of patients as well as the trust that is so critical to a trust-based exchange,” Bannister wrote.

Bannister didn’t address Epic’s April 4 request for additional information.

The formal dispute process is still ongoing. Marchant, who also serves as the co-chair of an advisory council at Carequality, said it’s the first time in the network’s history that a complaint has gotten this far.

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Alibaba shares jump 19% on cloud unit acceleration, report of new AI chip

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Alibaba shares jump 19% on cloud unit acceleration, report of new AI chip

Signage at the Alibaba Group Holding Ltd. headquarters in Hangzhou, China, on Thursday, Feb. 6, 2025.

Qilai Shen | Bloomberg | Getty Images

Alibaba‘s Hong Kong listed shares surged more than 19% on Monday as the Chinese tech giant’s cloud computing unit drove strong quarterly results, while details emerged over its new AI chip development.

It’s the highest level for the stock since March. Investors have backed the company’s improving performance in its key cloud unit and are content with the the tech giant’s investment into new areas — particularly in the so-called “instant commerce,” which has become incredibly competitive in China.

The Hong Kong rally builds on the momentum of Alibaba‘s earnings report of Friday, when the company’s New York-listed shares closed nearly 13% higher.

Alibaba last week week posted revenue for the June quarter of 247.65 billion Chinese yuan ($34.73 billion), marking a 2% year-on-year rise that nevertheless missed analyst expectations. On the upside, a 78% annual surge in net income came in ahead of forecasts.

The Chinese company’s cloud computing unit was a bright spot with revenue picking up by an annual 26%, which was a faster growth rate than seen in the previous quarter. Alibaba’s cloud growth has been accelerating over the last few quarter.

Like some of its Chinese and U.S. tech rivals, Alibaba has been investing in AI infrastructure and developing its own models, as well as selling AI services for its cloud computing unit. Investors see the division as key to the company’s efforts to monetize artificial intelligence, much like Microsoft or Google.

AI-related product revenue “maintained triple-digit year-over-year growth for the eighth consecutive quarter,” the company said Friday.

That same day, CNBC reported that Alibaba is developing a new AI chip, which also supported the share price rally on Monday.

Alibaba’s core e-commerce business has meanwhile been showing signs of revival, while the company has jumped into China’s cut-throat instant commerce space in China. This is a feature introduced this year on Taobao, one of Alibaba’s main Chinese e-commerce apps, which provides deliveries of certain products in China within an hour.

Investments in quick commerce weighed on Alibaba’s adjusted earnings for its e-commerce business. Investors have given the company some leeway to invest for now.

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Global movement to protect kids online fuels a wave of AI safety tech

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Global movement to protect kids online fuels a wave of AI safety tech

Spotify, Reddit and X have all implemented age assurance systems to prevent children from being exposed to inappropriate content.

STR | Nurphoto via Getty Images

The global online safety movement has paved the way for a number of artificial intelligence-powered products designed to keep kids away from potentially harmful things on the internet.

In the U.K., a new piece of legislation called the Online Safety Act imposes a duty of care on tech companies to protect children from age-inappropriate material, hate speech, bullying, fraud, and child sexual abuse material (CSAM). Companies can face fines as high as 10% of their global annual revenue for breaches.

Further afield, landmark regulations aimed at keeping kids safer online are swiftly making their way through the U.S. Congress. One bill, known as the Kids Online Safety Act, would make social media platforms liable for preventing their products from harming children — similar to the Online Safety Act in the U.K.

This push from regulators is increasingly causing something of a rethink at several major tech players. Pornhub and other online pornography giants are blocking all users from accessing their sites unless they go through an age verification system.

Porn sites haven’t been alone in taking action to verify users ages, though. Spotify, Reddit and X have all implemented age assurance systems to prevent children from being exposed to sexually explicit or inappropriate materials.

Such regulatory measures have been met with criticisms from the tech industry — not least due to concerns that they may infringe internet users’ privacy.

Digital ID tech flourishing

At the heart of all these age verification measures is one company: Yoti.

Yoti produces technology that captures selfies and uses artificial intelligence to verify someone’s age based on their facial features. The firm says its AI algorithm, which has been trained on millions of faces, can estimate the age of 13 to 24-year-olds within two years of accuracy.

The firm has previously partnered with the U.K.’s Post Office and is hoping to capitalize on the broader push for government-issued digital ID cards in the U.K. Yoti is not alone in the identity verification software space — other players include Entrust, Persona and iProov. However, the company has been the most prominent provider of age assurance services under the new U.K. regime.

“There is a race on for child safety technology and service providers to earn trust and confidence,” Pete Kenyon, a partner at law firm Cripps, told CNBC. “The new requirements have undoubtedly created a new marketplace and providers are scrambling to make their mark.”

Yet the rise of digital identification methods has also led to concerns over privacy infringements and possible data breaches.

“Substantial privacy issues arise with this technology being used,” said Kenyon. “Trust is key and will only be earned by the use of stringent and effective technical and governance procedures adopted in order to keep personal data safe.”

Read more CNBC tech news

Rani Govender, policy manager for child safety online at British child protection charity NSPCC, said that the technology “already exists” to authenticate users without compromising their privacy.

“Tech companies must make deliberate, ethical choices by choosing solutions that protect children from harm without compromising the privacy of users,” she told CNBC. “The best technology doesn’t just tick boxes; it builds trust.”

Child-safe smartphones

The wave of new tech emerging to prevent children from being exposed to online harms isn’t just limited to software.

Earlier this month, Finnish phone maker HMD Global launched a new smartphone called the Fusion X1, which uses AI to stop kids from filming or sharing nude content or viewing sexually explicit images from the camera, screen and across all apps.

The phone uses technology developed by SafeToNet, a British cybersecurity firm focused on child safety.

Finnish phone maker HMD Global’s new smartphone uses AI to prevent children from being exposed nude or sexually explicit images.

HMD Global

“We believe more needs to be done in this space,” James Robinson, vice president of family vertical at HMD, told CNBC. He stressed that HMD came up with the concept for children’s devices prior to the Online Safety Act entering into force, but noted it was “great to see the government taking greater steps.”

The release of HMD’s child-friendly phone follows heightened momentum in the “smartphone-free” movement, which encourages parents to avoid letting their children own a smartphone.

Going forward, the NSPCC’s Govender says that child safety will become a significant priority for digital behemoths such as Google and Meta.

The tech giants have for years been accused of worsening mental health in children and teens due to the rise of online bullying and social media addiction. They in return argue they’ve taken steps to address these issues through increased parental controls and privacy features.

“For years, tech giants have stood by while harmful and illegal content spread across their platforms, leaving young people exposed and vulnerable,” she told CNBC. “That era of neglect must end.”

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‘AI may eat software,’ but several tech names just wrapped a huge week

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'AI may eat software,' but several tech names just wrapped a huge week

A banner for Snowflake Inc. is displayed at the New York Stock Exchange to celebrate the company’s initial public offering on Sept. 16, 2020.

Brendan McDermid | Reuters

MongoDB’s stock just closed out its best week on record, leading a rally in enterprise technology companies that are seeing tailwinds from the artificial intelligence boom.

In addition to MongoDB’s 44% rally, Pure Storage soared 33%, its second-sharpest gain ever, while Snowflake jumped 21%. Autodesk rose 8.4%.

Since generative AI started taking off in late 2022 following the launch of OpenAI’s ChatGPT, the big winners have been Nvidia, for its graphics processing units, as well as the cloud vendors like Microsoft, Google and Oracle, and companies packaging and selling GPUs, such as Dell and Super Micro Computer.

For many cloud software vendors and other enterprise tech companies, Wall Street has been waiting to see if AI will be a boon to their business, or if it might displace it.

Quarterly results this week and commentary from company executives may have eased some of those concerns, showing that the financial benefits of AI are making their way downstream.

MongoDB CEO Dev Ittycheria told CNBC’s “Squawk Box” on Wednesday that enterprise rollouts of AI services are happening, but slowly.

“You start to see deployments of agents to automate back office, maybe automate sales and marketing, but it’s still not yet kind of full force in the enterprise,” Ittycheria said. “People want to see some wins before they deploy more investment.”

Revenue at MongoDB, which sells cloud database services, rose 24% from a year earlier to $591 million, sailing past the $556 million average analyst estimate, according to LSEG. Earnings also exceeded expectations, as did the company’s full-year forecast for profit and revenue.

MongoDB CEO Dev Ittycheria on Q2 results: The opportunity in front of us is massive

MongoDB said in its earnings report that it’s added more than 5,000 customers year-to-date, “the highest ever in the first half of the year.”

“We think that’s a good sign of future growth because a lot of these companies are AI native companies who are coming to MongoDB to run their business,” Ittycheria said.

Pure Storage enjoyed a record pop on Thursday, when the stock jumped 32% to an all-time high.

The data storage management vendor reported quarterly results that topped estimates and lifted its guidance for the year. But what’s exciting investors the most is early returns from Pure’s recent contract with Meta. Pure will help the social media company manage its massive storage needs efficiently with the demands of AI.

Pure said it started recognizing revenue from its Meta deployments in the second quarter, and finance chief Tarek Robbiati said on the earnings call that the company is seeing “increased interest from other hyperscalers” looking to replace their traditional storage with Pure’s technology.

‘Banger of a report’

Reports from MongoDB and Pure landed the same week that Nvidia announced quarterly earnings, and said revenue soared 56% from a year earlier, marking a ninth-straight quarter of growth in excess of 50%.

Nvidia has emerged as the world’s most-valuable company by selling advanced AI processors to all of the infrastructure providers and model developers.

While growth at Nvidia has slowed from its triple-digit rate in 2023 and 2024, it’s still expanding at a much faster pace than its megacap peers, indicating that there’s no end in sight when it comes to the expansive AI buildouts.

“It was a banger of a report,” said Brad Gerstner CEO of Altimeter Capital, in an interview with CNBC’s “Halftime Report” on Thursday. “This company is accelerating at scale.”

Read more CNBC tech news

Data analytics vendor Snowflake talked up its Snowflake AI data cloud in its quarterly earnings report on Wednesday.

Snowflake shares popped 20% following better-than-expected earnings and revenue. The company also boosted its guidance for the year for product revenue, and said it has more than 6,100 customers using Snowflake AI, up from 5,200 during the prior quarter.

“Our progress with AI has been remarkable,” Snowflake CEO Sridhar Ramaswamy said on the earnings call. “Today, AI is a core reason why customers are choosing Snowflake, influencing nearly 50% of new logos won in Q2.”

Autodesk, founded in 1982, has been around much longer than MongoDB, Pure Storage or Snowflake. The company is known for its AutoCAD software used in architecture and construction.

The company has underperformed the broader tech sector of late, and last year activist investor Starboard Value jumped into the stock to push for improvements in operations and financial performance, including cost cuts. In February, Autodesk slashed 9% of its workforce, and two months later the company settled with Starboard, adding two newcomers to its board.

The stock is still trailing the Nasdaq for the year, but climbed 9.1% on Friday after Autodesk reported results that exceeded Wall Street estimates and increased its full-year revenue guidance.

Last year, Autodesk introduced Project Bernini to develop new AI models and create what it calls “AI‑driven CAD engines.”

On Thursday’s earnings call, CEO Andrew Anagnost was asked what he’s most excited about across his company’s product portfolio when it comes to AI.

Anagnost touted the ability of Autodesk to help customers simplify workflow across products and promoted the Autodesk Assistant as a way to enhance productivity through simple prompts.

He also addressed the elephant in the room: The existential threat that AI presents.

“AI may eat software,” he said, “but it’s not gonna eat Autodesk.”

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