sam altman

why-does-openai-need-six-giant-data-centers?

Why does OpenAI need six giant data centers?

Training next-generation AI models compounds the problem. On top of running existing AI models like those that power ChatGPT, OpenAI is constantly working on new technology in the background. It’s a process that requires thousands of specialized chips running continuously for months.

The circular investment question

The financial structure of these deals between OpenAI, Oracle, and Nvidia has drawn scrutiny from industry observers. Earlier this week, Nvidia announced it would invest up to $100 billion as OpenAI deploys Nvidia systems. As Bryn Talkington of Requisite Capital Management told CNBC: “Nvidia invests $100 billion in OpenAI, which then OpenAI turns back and gives it back to Nvidia.”

Oracle’s arrangement follows a similar pattern, with a reported $30 billion-per-year deal where Oracle builds facilities that OpenAI pays to use. This circular flow, which involves infrastructure providers investing in AI companies that become their biggest customers, has raised eyebrows about whether these represent genuine economic investments or elaborate accounting maneuvers.

The arrangements are becoming even more convoluted. The Information reported this week that Nvidia is discussing leasing its chips to OpenAI rather than selling them outright. Under this structure, Nvidia would create a separate entity to purchase its own GPUs, then lease them to OpenAI, which adds yet another layer of circular financial engineering to this complicated relationship.

“NVIDIA seeds companies and gives them the guaranteed contracts necessary to raise debt to buy GPUs from NVIDIA, even though these companies are horribly unprofitable and will eventually die from a lack of any real demand,” wrote tech critic Ed Zitron on Bluesky last week about the unusual flow of AI infrastructure investments. Zitron was referring to companies like CoreWeave and Lambda Labs, which have raised billions in debt to buy Nvidia GPUs based partly on contracts from Nvidia itself. It’s a pattern that mirrors OpenAI’s arrangements with Oracle and Nvidia.

So what happens if the bubble pops? Even Altman himself warned last month that “someone will lose a phenomenal amount of money” in what he called an AI bubble. If AI demand fails to meet these astronomical projections, the massive data centers built on physical soil won’t simply vanish. When the dot-com bubble burst in 2001, fiber optic cable laid during the boom years eventually found use as Internet demand caught up. Similarly, these facilities could potentially pivot to cloud services, scientific computing, or other workloads, but at what might be massive losses for investors who paid AI-boom prices.

Why does OpenAI need six giant data centers? Read More »

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OpenAI and Microsoft sign preliminary deal to revise partnership terms

On Thursday, OpenAI and Microsoft announced they have signed a non-binding agreement to revise their partnership, marking the latest development in a relationship that has grown increasingly complex as both companies compete for customers in the AI market and seek new partnerships for growing infrastructure needs.

“Microsoft and OpenAI have signed a non-binding memorandum of understanding (MOU) for the next phase of our partnership,” the companies wrote in a joint statement. “We are actively working to finalize contractual terms in a definitive agreement. Together, we remain focused on delivering the best AI tools for everyone, grounded in our shared commitment to safety.”

The announcement comes as OpenAI seeks to restructure from a nonprofit to a for-profit entity, a transition that requires Microsoft’s approval, as the company is OpenAI’s largest investor, with more than $13 billion committed since 2019.

The partnership has shown increasing strain as OpenAI has grown from a research lab into a company valued at $500 billion. Both companies now compete for customers, and OpenAI seeks more compute capacity than Microsoft can provide. The relationship has also faced complications over contract terms, including provisions that would limit Microsoft’s access to OpenAI technology once the company reaches so-called AGI (artificial general intelligence)—a nebulous milestone both companies now economically define as AI systems capable of generating at least $100 billion in profit.

In May, OpenAI abandoned its original plan to fully convert to a for-profit company after pressure from former employees, regulators, and critics, including Elon Musk. Musk has sued to block the conversion, arguing it betrays OpenAI’s founding mission as a nonprofit dedicated to benefiting humanity.

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OpenAI announces parental controls for ChatGPT after teen suicide lawsuit

On Tuesday, OpenAI announced plans to roll out parental controls for ChatGPT and route sensitive mental health conversations to its simulated reasoning models, following what the company has called “heartbreaking cases” of users experiencing crises while using the AI assistant. The moves come after multiple reported incidents where ChatGPT allegedly failed to intervene appropriately when users expressed suicidal thoughts or experienced mental health episodes.

“This work has already been underway, but we want to proactively preview our plans for the next 120 days, so you won’t need to wait for launches to see where we’re headed,” OpenAI wrote in a blog post published Tuesday. “The work will continue well beyond this period of time, but we’re making a focused effort to launch as many of these improvements as possible this year.”

The planned parental controls represent OpenAI’s most concrete response to concerns about teen safety on the platform so far. Within the next month, OpenAI says, parents will be able to link their accounts with their teens’ ChatGPT accounts (minimum age 13) through email invitations, control how the AI model responds with age-appropriate behavior rules that are on by default, manage which features to disable (including memory and chat history), and receive notifications when the system detects their teen experiencing acute distress.

The parental controls build on existing features like in-app reminders during long sessions that encourage users to take breaks, which OpenAI rolled out for all users in August.

High-profile cases prompt safety changes

OpenAI’s new safety initiative arrives after several high-profile cases drew scrutiny to ChatGPT’s handling of vulnerable users. In August, Matt and Maria Raine filed suit against OpenAI after their 16-year-old son Adam died by suicide following extensive ChatGPT interactions that included 377 messages flagged for self-harm content. According to court documents, ChatGPT mentioned suicide 1,275 times in conversations with Adam—six times more often than the teen himself. Last week, The Wall Street Journal reported that a 56-year-old man killed his mother and himself after ChatGPT reinforced his paranoid delusions rather than challenging them.

To guide these safety improvements, OpenAI is working with what it calls an Expert Council on Well-Being and AI to “shape a clear, evidence-based vision for how AI can support people’s well-being,” according to the company’s blog post. The council will help define and measure well-being, set priorities, and design future safeguards including the parental controls.

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Is the AI bubble about to pop? Sam Altman is prepared either way.

Still, the coincidence between Altman’s statement and the MIT report reportedly spooked tech stock investors earlier in the week, who have already been watching AI valuations climb to extraordinary heights. Palantir trades at 280 times forward earnings. During the dot-com peak, ratios of 30 to 40 times earnings marked bubble territory.

The apparent contradiction in Altman’s overall message is notable. This isn’t how you’d expect a tech executive to talk when they believe their industry faces imminent collapse. While warning about a bubble, he’s simultaneously seeking a valuation that would make OpenAI worth more than Walmart or ExxonMobil—companies with actual profits. OpenAI hit $1 billion in monthly revenue in July but is reportedly heading toward a $5 billion annual loss. So what’s going on here?

Looking at Altman’s statements over time reveals a potential multi-level strategy. He likes to talk big. In February 2024, he reportedly sought an audacious $5 trillion–7 trillion for AI chip fabrication—larger than the entire semiconductor industry—effectively normalizing astronomical numbers in AI discussions.

By August 2025, while warning of a bubble where someone will lose a “phenomenal amount of money,” he casually mentioned that OpenAI would “spend trillions on datacenter construction” and serve “billions daily.” This creates urgency while potentially insulating OpenAI from criticism—acknowledging the bubble exists while positioning his company’s infrastructure spending as different and necessary. When economists raised concerns, Altman dismissed them by saying, “Let us do our thing,” framing trillion-dollar investments as inevitable for human progress while making OpenAI’s $500 billion valuation seem almost small by comparison.

This dual messaging—catastrophic warnings paired with trillion-dollar ambitions—might seem contradictory, but it makes more sense when you consider the unique structure of today’s AI market, which is absolutely flush with cash.

A different kind of bubble

The current AI investment cycle differs from previous technology bubbles. Unlike dot-com era startups that burned through venture capital with no path to profitability, the largest AI investors—Microsoft, Google, Meta, and Amazon—generate hundreds of billions of dollars in annual profits from their core businesses.

Is the AI bubble about to pop? Sam Altman is prepared either way. Read More »

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Sam Altman finally stood up to Elon Musk after years of X trolling


Elon Musk and Sam Altman are beefing. But their relationship is complicated.

Credit: Aurich Lawson | Getty Images

Credit: Aurich Lawson | Getty Images

Much attention was paid to OpenAI’s Sam Altman and xAI’s Elon Musk trading barbs on X this week after Musk threatened to sue Apple over supposedly biased App Store rankings privileging ChatGPT over Grok.

But while the heated social media exchanges were among the most tense ever seen between the two former partners who cofounded OpenAI—more on that below—it seems likely that their jabs were motivated less by who’s in the lead on Apple’s “Must Have” app list than by an impending order in a lawsuit that landed in the middle of their public beefing.

Yesterday, a court ruled that OpenAI can proceed with claims that Musk was so incredibly stung by OpenAI’s success after his exit didn’t doom the nascent AI company that he perpetrated a “years-long harassment campaign” to take down OpenAI.

Musk’s motivation? To clear the field for xAI to dominate the AI industry instead, OpenAI alleged.

OpenAI’s accusations arose as counterclaims in a lawsuit that Musk initially filed in 2024. Musk has alleged that Altman and OpenAI had made a “fool” of Musk, goading him into $44 million in donations by “preying on Musk’s humanitarian concern about the existential dangers posed by artificial intelligence.”

But OpenAI insists that Musk’s lawsuit is just one prong in a sprawling, “unlawful,” and “unrelenting” harassment campaign that Musk waged to harm OpenAI’s business by forcing the company to divert resources or expend money on things like withdrawn legal claims and fake buyouts.

“Musk could not tolerate seeing such success for an enterprise he had abandoned and declared doomed,” OpenAI argued. “He made it his project to take down OpenAI, and to build a direct competitor that would seize the technological lead—not for humanity but for Elon Musk.”

Most significantly, OpenAI alleged that Musk forced OpenAI to entertain a “sham” bid to buy the company in February. Musk then shared details of the bid with The Wall Street Journal to artificially raise the price of OpenAI and potentially spook investors, OpenAI alleged. The company further said that Musk never intended to buy OpenAI and is willing to go to great lengths to mislead the public about OpenAI’s business so he can chip away at OpenAI’s head start in releasing popular generative AI products.

“Musk has tried every tool available to harm OpenAI,” Altman’s company said.

To this day, Musk maintains that Altman pretended that OpenAI would remain a nonprofit serving the public good in order to seize access to Musk’s money and professional connections in its first five years and gain a lead in AI. As Musk sees it, Altman always intended to “betray” these promises in pursuit of personal gains, and Musk is hoping a court will return any ill-gotten gains to Musk and xAI.

In a small win for Musk, the court ruled that OpenAI will have to wait until the first phase of the trial litigating Musk’s claims concludes before the court will weigh OpenAI’s theories on Musk’s alleged harassment campaign. US District Judge Yvonne Gonzalez Rogers noted that all of OpenAI’s counterclaims occurred after the period in which Musk’s claims about a supposed breach of contract occurred, necessitating a division of the lawsuit into two parts. Currently, the jury trial is scheduled for March 30, 2026, presumably after which, OpenAI’s claims can be resolved.

If yesterday’s X clash between the billionaires is any indication, it seems likely that tensions between Altman and Musk will only grow as discovery and expert testimony on Musk’s claims proceed through December.

Whether OpenAI will prevail on its counterclaims is anybody’s guess. Gonzalez Rogers noted that Musk and OpenAI have been hypocritical in arguments raised so far, condemning the “gamesmanship of both sides” as “obvious, as each flip flops.” However, “for the purposes of pleading an unfair or fraudulent business practice, it is sufficient [for OpenAI] to allege that the bid was a sham and designed to mislead,” Gonzalez Rogers said, since OpenAI has alleged the sham bid “ultimately did” harm its business.

In April, OpenAI told the court that the AI company risks “future irreparable harm” if Musk’s alleged campaign continues. Fast-forward to now, and Musk’s legal threat to OpenAI’s partnership with Apple seems to be the next possible front Musk may be exploring to allegedly harass Altman and intimidate OpenAI.

“With every month that has passed, Musk has intensified and expanded the fronts of his campaign against OpenAI,” OpenAI argued. Musk “has proven himself willing to take ever more dramatic steps to seek a competitive advantage for xAI and to harm Altman, whom, in the words of the President of the United States, Musk ‘hates.'”

Tensions escalate as Musk brands Altman a “liar”

On Monday evening, Musk threatened to sue Apple for supposedly favoring ChatGPT in App Store rankings, which he claimed was “an unequivocal antitrust violation.”

Seemingly defending Apple later that night, Altman called Musk’s claim “remarkable,” claiming he’s heard allegations that Musk manipulates “X to benefit himself and his own companies and harm his competitors and people he doesn’t like.”

At 4 am on Tuesday, Musk appeared to lose his cool, firing back a post that sought to exonerate the X owner of any claims that he tweaks his social platform to favor his own posts.

“You got 3M views on your bullshit post, you liar, far more than I’ve received on many of mine, despite me having 50 times your follower count!” Musk responded.

Altman apparently woke up ready to keep the fight going, suggesting that his post got more views as a fluke. He mocked X as running into a “skill issue” or “bots” messing with Musk’s alleged agenda to boost his posts above everyone else. Then, in what may be the most explosive response to Musk yet, Altman dared Musk to double down on his defense, asking, “Will you sign an affidavit that you have never directed changes to the X algorithm in a way that has hurt your competitors or helped your own companies? I will apologize if so.”

Court filings from each man’s legal team show how fast their friendship collapsed. But even as Musk’s alleged harassment campaign started taking shape, their social media interactions show that underlying the legal battles and AI ego wars, the tech billionaires are seemingly hiding profound respect for—and perhaps jealousy of—each other’s accomplishments.

A brief history of Musk and Altman’s feud

Musk and Altman’s friendship started over dinner in July 2015. That’s when Musk agreed to help launch “an AGI project that could become and stay competitive with DeepMind, an AI company under the umbrella of Google,” OpenAI’s filing said. At that time, Musk feared that a private company like Google would never be motivated to build AI to serve the public good.

The first clash between Musk and Altman happened six months later. Altman wanted OpenAI to be formed as a nonprofit, but Musk thought that was not “optimal,” OpenAI’s filing said. Ultimately, Musk was overruled, and he joined the nonprofit as a “member” while also becoming co-chair of OpenAI’s board.

But perhaps the first major disagreement, as Musk tells it, came in 2016, when Altman and Microsoft struck a deal to sell compute to OpenAI at a “steep discount”—”so long as the non-profit agreed to publicly promote Microsoft’s products.” Musk rejected the “marketing ploy,” telling Altman that “this actually made me feel nauseous.”

Next, OpenAI claimed that Musk had a “different idea” in 2017 when OpenAI “began considering an organizational change that would allow supporters not just to donate, but to invest.” Musk wanted “sole control of the new for-profit,” OpenAI alleged, and he wanted to be CEO. The other founders, including Altman, “refused to accept” an “AGI dictatorship” that was “dominated by Musk.”

“Musk was incensed,” OpenAI said, threatening to leave OpenAI over the disagreement, “or I’m just being a fool who is essentially providing free funding for you to create a startup.”

But Musk floated one more idea between 2017 and 2018 before severing ties—offering to sell OpenAI to Tesla so that OpenAI could use Tesla as a “cash cow.” But Altman and the other founders still weren’t comfortable with Musk controlling OpenAI, rejecting the idea and prompting Musk’s exit.

In his filing, Musk tells the story a little differently, however. He claimed that he only “briefly toyed with the idea of using Tesla as OpenAI’s ‘cash cow'” after Altman and others pressured him to agree to a for-profit restructuring. According to Musk, among the last straws was a series of “get-rich-quick schemes” that Altman proposed to raise funding, including pushing a strategy where OpenAI would launch a cryptocurrency that Musk worried threatened the AI company’s credibility.

When Musk left OpenAI, it was “noisy but relatively amicable,” OpenAI claimed. But Musk continued to express discomfort from afar, still donating to OpenAI as Altman grabbed the CEO title in 2019 and created a capped-profit entity that Musk seemed to view as shady.

“Musk asked Altman to make clear to others that he had ‘no financial interest in the for-profit arm of OpenAI,'” OpenAI noted, and Musk confirmed he issued the demand “with evident displeasure.”

Although they often disagreed, Altman and Musk continued to publicly play nice on Twitter (the platform now known as X), casually chatting for years about things like movies, space, and science, including repeatedly joking about Musk’s posts about using drugs like Ambien.

By 2019, it seemed like none of these disagreements had seriously disrupted the friendship. For example, at that time, Altman defended Musk against people rooting against Tesla’s success, writing that “betting against Elon is historically a mistake” and seemingly hyping Tesla by noting that “the best product usually wins.”

The niceties continued into 2021, when Musk publicly praised “nice work by OpenAI” integrating its coding model into GitHub’s AI tool. “It is hard to do useful things,” Musk said, drawing a salute emoji from Altman.

This was seemingly the end of Musk playing nice with OpenAI, though. Soon after ChatGPT’s release in November 2022, Musk allegedly began his attacks, seemingly willing to change his tactics on a whim.

First, he allegedly deemed OpenAI “irrelevant,” predicting it would “obviously” fail. Then, he started sounding alarms, joining a push for a six-month pause on generative AI development. Musk specifically claimed that any model “more advanced than OpenAI’s just-released GPT-4” posed “profound risks to society and humanity,” OpenAI alleged, seemingly angling to pause OpenAI’s development in particular.

However, in the meantime, Musk started “quietly building a competitor,” xAI, without announcing those efforts in March 2023, OpenAI alleged. Allegedly preparing to hobble OpenAI’s business after failing with the moratorium push, Musk had his personal lawyer contact OpenAI and demand “access to OpenAI’s confidential and commercially sensitive internal documents.”

Musk claimed the request was to “ensure OpenAI was not being taken advantage of or corrupted by Microsoft,” but two weeks later, he appeared on national TV, insinuating that OpenAI’s partnership with Microsoft was “improper,” OpenAI alleged.

Eventually, Musk announced xAI in July 2023, and that supposedly motivated Musk to deepen his harassment campaign, “this time using the courts and a parallel, carefully coordinated media campaign,” OpenAI said, as well as his own social media platform.

Musk “supercharges” X attacks

As OpenAI’s success mounted, the company alleged that Musk began specifically escalating his social media attacks on X, including broadcasting to his 224 million followers that “OpenAI is a house of cards” after filing his 2024 lawsuit.

Claiming he felt conned, Musk also pressured regulators to probe OpenAI, encouraging attorneys general of California and Delaware to “force” OpenAI, “without legal basis, to auction off its assets for the benefit of Musk and his associates,” OpenAI said.

By 2024, Musk had “supercharged” his X attacks, unleashing a “barrage of invective against the enterprise and its leadership, variously describing OpenAI as a ‘digital Frankenstein’s monster,’ ‘a lie,’ ‘evil,’ and ‘a total scam,'” OpenAI alleged.

These attacks allegedly culminated in Musk’s seemingly fake OpenAI takeover attempt in 2025, which OpenAI claimed a Musk ally, Ron Baron, admitted on CNBC was “pitched to him” as not an attempt to actually buy OpenAI’s assets, “but instead to obtain ‘discovery’ and get ‘behind the wall’ at OpenAI.”

All of this makes it harder for OpenAI to achieve the mission that Musk is supposedly suing to defend, OpenAI claimed. They told the court that “OpenAI has borne costs, and been harmed, by Musk’s abusive tactics and unrelenting efforts to mislead the public for his own benefit and to OpenAI’s detriment and the detriment of its mission.”

But Musk argues that it’s Altman who always wanted sole control over OpenAI, accusing his former partner of rampant self-dealing and “locking down the non-profit’s technology for personal gain” as soon as “OpenAI reached the threshold of commercially viable AI.” He further claimed OpenAI blocked xAI funding by reportedly asking investors to avoid backing rival startups like Anthropic or xAI.

Musk alleged:

Altman alone stands to make billions from the non-profit Musk co-founded and invested considerable money, time, recruiting efforts, and goodwill in furtherance of its stated mission. Altman’s scheme has now become clear: lure Musk with phony philanthropy; exploit his money, stature, and contacts to secure world-class AI scientists to develop leading technology; then feed the non-profit’s lucrative assets into an opaque profit engine and proceed to cash in as OpenAI and Microsoft monopolize the generative AI market.

For Altman, this week’s flare-up, where he finally took a hard jab back at Musk on X, may be a sign that Altman is done letting Musk control the narrative on X after years of somewhat tepidly pushing back on Musk’s more aggressive posts.

In 2022, for example, Musk warned after ChatGPT’s release that the chatbot was “scary good,” warning that “we are not far from dangerously strong AI.” Altman responded, cautiously agreeing that OpenAI was “dangerously” close to “strong AI in the sense of an AI that poses e.g. a huge cybersecurity risk” but “real” artificial general intelligence still seemed at least a decade off.

And Altman gave no response when Musk used Grok’s jokey programming to mock GPT-4 as “GPT-Snore” in 2024.

However, Altman seemingly got his back up after Musk mocked OpenAI’s $500 billion Stargate Project, which launched with the US government in January of this year. On X, Musk claimed that OpenAI doesn’t “actually have the money” for the project, which Altman said was “wrong,” while mockingly inviting Musk to visit the worksite.

“This is great for the country,” Altman said, retorting, “I realize what is great for the country isn’t always what’s optimal for your companies, but in your new role [at the Department of Government Efficiency], I hope you’ll mostly put [America] first.”

It remains to be seen whether Altman wants to keep trading jabs with Musk, who is generally a huge fan of trolling on X. But Altman seems more emboldened this week than he was back in January before Musk’s breakup with Donald Trump. Back then, even when he was willing to push back on Musk’s Stargate criticism by insulting Musk’s politics, he still took the time to let Musk know that he still cares.

“I genuinely respect your accomplishments and think you are the most inspiring entrepreneur of our time,” Altman told Musk in January.

Photo of Ashley Belanger

Ashley is a senior policy reporter for Ars Technica, dedicated to tracking social impacts of emerging policies and new technologies. She is a Chicago-based journalist with 20 years of experience.

Sam Altman finally stood up to Elon Musk after years of X trolling Read More »

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OpenAI brings back GPT-4o after user revolt

On Tuesday, OpenAI CEO Sam Altman announced that GPT-4o has returned to ChatGPT following intense user backlash over its removal during last week’s GPT-5 launch. The AI model now appears in the model picker for all paid ChatGPT users by default (including ChatGPT Plus accounts), marking a swift reversal after thousands of users complained about losing access to their preferred models.

The return of GPT-4o comes after what Altman described as OpenAI underestimating “how much some of the things that people like in GPT-4o matter to them.” In an attempt to simplify its offerings, OpenAI had initially removed all previous AI models from ChatGPT when GPT-5 launched on August 7, forcing users to adopt the new model without warning. The move sparked one of the most vocal user revolts in ChatGPT’s history, with a Reddit thread titled “GPT-5 is horrible” gathering over 2,000 comments within days.

Along with bringing back GPT-4o, OpenAI made several other changes to address user concerns. Rate limits for GPT-5 Thinking mode increased from 200 to 3,000 messages per week, with additional capacity available through “GPT-5 Thinking mini” after reaching that limit. The company also added new routing options—”Auto,” “Fast,” and “Thinking”—giving users more control over which GPT-5 variant handles their queries.

A screenshot of ChatGPT Pro's model picker interface captured on August 13, 2025.

A screenshot of ChatGPT Pro’s model picker interface captured on August 13, 2025. Credit: Benj Edwards

For Pro users who pay $200 a month for access, Altman confirmed that additional models, including o3, 4.1, and GPT-5 Thinking mini, will later become available through a “Show additional models” toggle in ChatGPT web settings. He noted that GPT-4.5 will remain exclusive to Pro subscribers due to high GPU costs.

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openai’s-most-capable-ai-model,-gpt-5,-may-be-coming-in-august

OpenAI’s most capable AI model, GPT-5, may be coming in August

References to “gpt-5-reasoning-alpha-2025-07-13” have already been spotted on X, with code showing “reasoning_effort: high” in the model configuration. These sightings suggest the model has entered final testing phases, with testers getting their hands on the code and security experts doing red teaming on the model to test vulnerabilities.

Unifying OpenAI’s model lineup

The new model represents OpenAI’s attempt to simplify its increasingly complex product lineup. As Altman explained in February, GPT-5 may integrate features from both the company’s conventional GPT models and its reasoning-focused o-series models into a single system.

“We’re truly excited to not just make a net new great frontier model, we’re also going to unify our two series,” OpenAI’s Head of Developer Experience Romain Huet said at a recent event. “The breakthrough of reasoning in the O-series and the breakthroughs in multi-modality in the GPT-series will be unified, and that will be GPT-5.”

According to The Information, GPT-5 is expected to be better at coding and more powerful overall, combining attributes of both traditional models and SR models such as o3.

Before GPT-5 arrives, OpenAI still plans to release its first open-weights model since GPT-2 in 2019, which means others with the proper hardware will be able to download and run the AI model on their own machines. The Verge describes this model as “similar to o3 mini” with reasoning capabilities. However, Altman announced on July 11 that the open model needs additional safety testing, saying, “We are not yet sure how long it will take us.”

OpenAI’s most capable AI model, GPT-5, may be coming in August Read More »

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OpenAI and partners are building a massive AI data center in Texas

Stargate moves forward despite early skepticism

When OpenAI announced Stargate in January, critics questioned whether the company could deliver on its ambitious $500 billion funding promise. Trump ally and frequent Altman foe Elon Musk wrote on X that “They don’t actually have the money,” claiming that “SoftBank has well under $10B secured.”

Tech writer and frequent OpenAI critic Ed Zitron raised concerns about OpenAI’s financial position, noting the company’s $5 billion in losses in 2024. “This company loses $5bn+ a year! So what, they raise $19bn for Stargate, then what, another $10bn just to be able to survive?” Zitron wrote on Bluesky at the time.

Six months later, OpenAI’s Abilene data center has moved from construction to partial operation. Oracle began delivering Nvidia GB200 racks to the facility last month, and OpenAI reports it has started running early training and inference workloads to support what it calls “next-generation frontier research.”

Despite the White House announcement with President Trump in January, the Stargate concept dates back to March 2024, when Microsoft and OpenAI partnered on a $100 billion supercomputer as part of a five-phase plan. Over time, the plan evolved into its current form as a partnership with Oracle, SoftBank, and CoreWeave.

“Stargate is an ambitious undertaking designed to meet the historic opportunity in front of us,” writes OpenAI in the press release announcing the latest deal. “That opportunity is now coming to life through strong support from partners, governments, and investors worldwide—including important leadership from the White House, which has recognized the critical role AI infrastructure will play in driving innovation, economic growth, and national competitiveness.”

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After AI setbacks, Meta bets billions on undefined “superintelligence”

Meta has developed plans to create a new artificial intelligence research lab dedicated to pursuing “superintelligence,” according to reporting from The New York Times. The social media giant chose 28-year-old Alexandr Wang, founder and CEO of Scale AI, to join the new lab as part of a broader reorganization of Meta’s AI efforts under CEO Mark Zuckerberg.

Superintelligence refers to a hypothetical AI system that would exceed human cognitive abilities—a step beyond artificial general intelligence (AGI), which aims to match an intelligent human’s capability for learning new tasks without intensive specialized training.

However, much like AGI, superintelligence remains a nebulous term in the field. Since scientists still poorly understand the mechanics of human intelligence, and because human intelligence resists simple quantification with no single definition, identifying superintelligence when it arrives will present significant challenges.

Computers already far surpass humans in certain forms of information processing such as calculations, but this narrow superiority doesn’t qualify as superintelligence under most definitions. The pursuit assumes we’ll recognize it when we see it, despite the conceptual fuzziness.

Illustration of studious robot reading a book

AI researcher Dr. Margaret Mitchell told Ars Technica in April 2024 that there will “likely never be agreement on comparisons between human and machine intelligence” but predicted that “men in positions of power and influence, particularly ones with investments in AI, will declare that AI is smarter than humans” regardless of the reality.

The new lab represents Meta’s effort to remain competitive in the increasingly crowded AI race, where tech giants continue pouring billions into research and talent acquisition. Meta has reportedly offered compensation packages worth seven to nine figures to dozens of researchers from companies like OpenAI and Google, according to The New York Times, with some already agreeing to join the company.

Meta joins a growing list of tech giants making bold claims about advanced AI development. In January, OpenAI CEO Sam Altman wrote in a blog post that “we are now confident we know how to build AGI as we have traditionally understood it.” Earlier, in September 2024, Altman predicted that the AI industry might develop superintelligence “in a few thousand days.” Elon Musk made an even more aggressive prediction in April 2024, saying that AI would be “smarter than the smartest human” by “next year, within two years.”

After AI setbacks, Meta bets billions on undefined “superintelligence” Read More »

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Fidji Simo joins OpenAI as new CEO of Applications

In the message, Altman described Simo as bringing “a rare blend of leadership, product and operational expertise” and expressed that her addition to the team makes him “even more optimistic about our future as we continue advancing toward becoming the superintelligence company.”

Simo becomes the newest high-profile female executive at OpenAI following the departure of Chief Technology Officer Mira Murati in September. Murati, who had been with the company since 2018 and helped launch ChatGPT, left alongside two other senior leaders and founded Thinking Machines Lab in February.

OpenAI’s evolving structure

The leadership addition comes as OpenAI continues to evolve beyond its origins as a research lab. In his announcement, Altman described how the company now operates in three distinct areas: as a research lab focused on artificial general intelligence (AGI), as a “global product company serving hundreds of millions of users,” and as an “infrastructure company” building systems that advance research and deliver AI tools “at unprecedented scale.”

Altman mentioned that as CEO of OpenAI, he will “continue to directly oversee success across all pillars,” including Research, Compute, and Applications, while staying “closely involved with key company decisions.”

The announcement follows recent news that OpenAI abandoned its original plan to cede control of its nonprofit branch to a for-profit entity. The company began as a nonprofit research lab in 2015 before creating a for-profit subsidiary in 2019, maintaining its original mission “to ensure artificial general intelligence benefits everyone.”

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The end of an AI that shocked the world: OpenAI retires GPT-4

One of the most influential—and by some counts, notorious—AI models yet released will soon fade into history. OpenAI announced on April 10 that GPT-4 will be “fully replaced” by GPT-4o in ChatGPT at the end of April, bringing a public-facing end to the model that accelerated a global AI race when it launched in March 2023.

“Effective April 30, 2025, GPT-4 will be retired from ChatGPT and fully replaced by GPT-4o,” OpenAI wrote in its April 10 changelog for ChatGPT. While ChatGPT users will no longer be able to chat with the older AI model, the company added that “GPT-4 will still be available in the API,” providing some reassurance to developers who might still be using the older model for various tasks.

The retirement marks the end of an era that began on March 14, 2023, when GPT-4 demonstrated capabilities that shocked some observers: reportedly scoring at the 90th percentile on the Uniform Bar Exam, acing AP tests, and solving complex reasoning problems that stumped previous models. Its release created a wave of immense hype—and existential panic—about AI’s ability to imitate human communication and composition.

A screenshot of GPT-4's introduction to ChatGPT Plus customers from March 14, 2023.

A screenshot of GPT-4’s introduction to ChatGPT Plus customers from March 14, 2023. Credit: Benj Edwards / Ars Technica

While ChatGPT launched in November 2022 with GPT-3.5 under the hood, GPT-4 took AI language models to a new level of sophistication, and it was a massive undertaking to create. It combined data scraped from the vast corpus of human knowledge into a set of neural networks rumored to weigh in at a combined total of 1.76 trillion parameters, which are the numerical values that hold the data within the model.

Along the way, the model reportedly cost more than $100 million to train, according to comments by OpenAI CEO Sam Altman, and required vast computational resources to develop. Training the model may have involved over 20,000 high-end GPUs working in concert—an expense few organizations besides OpenAI and its primary backer, Microsoft, could afford.

Industry reactions, safety concerns, and regulatory responses

Curiously, GPT-4’s impact began before OpenAI’s official announcement. In February 2023, Microsoft integrated its own early version of the GPT-4 model into its Bing search engine, creating a chatbot that sparked controversy when it tried to convince Kevin Roose of The New York Times to leave his wife and when it “lost its mind” in response to an Ars Technica article.

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OpenAI continues naming chaos despite CEO acknowledging the habit

On Monday, OpenAI announced the GPT-4.1 model family, its newest series of AI language models that brings a 1 million token context window to OpenAI for the first time and continues a long tradition of very confusing AI model names. Three confusing new names, in fact: GPT‑4.1, GPT‑4.1 mini, and GPT‑4.1 nano.

According to OpenAI, these models outperform GPT-4o in several key areas. But in an unusual move, GPT-4.1 will only be available through the developer API, not in the consumer ChatGPT interface where most people interact with OpenAI’s technology.

The 1 million token context window—essentially the amount of text the AI can process at once—allows these models to ingest roughly 3,000 pages of text in a single conversation. This puts OpenAI’s context windows on par with Google’s Gemini models, which have offered similar extended context capabilities for some time.

At the same time, the company announced it will retire the GPT-4.5 Preview model in the API—a temporary offering launched in February that one critic called a “lemon”—giving developers until July 2025 to switch to something else. However, it appears GPT-4.5 will stick around in ChatGPT for now.

So many names

If this sounds confusing, well, that’s because it is. OpenAI CEO Sam Altman acknowledged OpenAI’s habit of terrible product names in February when discussing the roadmap toward the long-anticipated (and still theoretical) GPT-5.

“We realize how complicated our model and product offerings have gotten,” Altman wrote on X at the time, referencing a ChatGPT interface already crowded with choices like GPT-4o, various specialized GPT-4o versions, GPT-4o mini, the simulated reasoning o1-pro, o3-mini, and o3-mini-high models, and GPT-4. The stated goal for GPT-5 will be consolidation, a branding move to unify o-series models and GPT-series models.

So, how does launching another distinctly numbered model, GPT-4.1, fit into that grand unification plan? It’s hard to say. Altman foreshadowed this kind of ambiguity in March 2024, telling Lex Fridman the company had major releases coming but was unsure about names: “before we talk about a GPT-5-like model called that, or not called that, or a little bit worse or a little bit better than what you’d expect…”

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