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Nvidia added only 6,400 new employees to its workforce last year

The company grew its revenues by 114% last year, while adding only 20% to its headcount.

Whether AI brings about the golden era of productivity that many tech leaders endlessly talk about — enabling all of us to do more with less — is still worth arguing about. But the main character of the AI boom itself, Nvidia, is certainly finding ways to squeeze a little more juice out of its employees, with the company’s Q4 earnings revealing not only blockbuster revenues and profits but a remarkable fact: the world’s hottest company employs only 36,000 people, about 20% more than it did last year.

Considering that Nvidia more than doubled its revenue in 2024, from ~$61 billion to an eye-watering ~$130 billion, the fact that the responsibilities of its HR department have grown only 20% is nothing short of remarkable. But, when you look back at the last few years, the divergence between employees and revenue is even more stark.

Nvidia headcount
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Clearly, the kind of highly specialized work that Nvidia chip designers spend their days on isn’t one of those problems that’s aided by simply throwing more cooks into the AI mixer. Indeed, the company reports that 75% of its employees work on “Research & Development,” while less than a quarter are in more generic corporate functions like sales, marketing, or operations.

Last year, Bloomberg reported some employees claimed to be working seven days week in a pressure cooker environment, and CEO Jensen Huang has said previously that he doesn’t fire people — he would rather “torture employees to greatness” than fire them. (He did also add that he was being “tongue in cheek” about the torturing.) But, when looking solely at financial metrics, it’s hard to argue that Huang’s approach isn’t working.

But just how remarkable is Nvidia’s employee efficiency compared to its Big Tech peers?

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Nvidia makes $3.6 million of revenue per employee — more than any of its Big Tech rivals

Among the $17 trillion BATMMAAN tech giants (Big Tech’s version of the Avengers), Nvidia is squeezing the most out of every employee.

After reporting blowout earnings, which the market found reasons to dislike anyway as Nvidia tumbled 8% in trading on Thursday, we can now calculate that last year Nvidia pulled in $3.6 million in revenue for each one of its employees.

That’s more than 1.5x that of Apple and Meta, and nearly double that of Alphabet. The gap is even wider when it comes to profit: Nvidia’s net income per employee sits at $2 million, surpassing Apple, Meta, Alphabet, and Amazon.

Of course, this isn’t entirely surprising given that Nvidia had the lowest number of employees among the BATMMAAN group, with its workforce heavy on research and development.

Contrast that with Amazon and Tesla — the least tech-y of the eight behemoths — which rank at the bottom in revenue and profit per employee, and it makes sense. After all, Amazon is the world’s second-largest retailer behind Walmart, relying on a massive workforce to keep its logistics engine running — hence its 1.6 million employees, nearly twice as many as the rest combined. Meanwhile, Tesla, despite its software-heavy ambitions, is still a capital-intensive car company.

Golden handcuffs

Keeping those employees motivated to work long hours, and be tortured into greatness, could be a problem for Nvidia, but it’s one that’s been solved predominantly by the company’s astonishing stock surge. Nvidia leaping more than 1,800% over the last five years has been great news to say the least for its leather-jacket-loving CEO Jensen Huang, its suppliers, institutional shareholders, independent individual investors like Nancy Pelosi, and, of course, Nvidia employees.

With equity grants and employee stock purchase programs par for the course in Silicon Valley, it’s not hard to conclude that many of the workers that joined the high-flying chipmaker five or more years ago are probably millionaires today — assuming that they held on long enough to see the share price soar.

Last year, unsubstantiated reports that 76% of Nvidia employees were millionaires flooded social media. The true number is hard to guess, but the impact of Nvidia’s golden handcuffs are clear to see in its official turnover statistics. And while some employees may not enjoy the intense environment, the company’s low turnover suggests a workforce that’s more than happy to show up every day. The company’s 2024 Sustainability Report reveals that the company’s overall turnover rate was just 2.7% last year — a fraction of the semiconductor industry average of 17.7%.

Put another way:

A 2.7% turnover rate, if maintained, would equate to an average tenure of 37 years at the company.

Chances are that the low turnover rate won’t hold up forever. Some employees will presumably eventually decide that they have enough money to retire, and of course the stock could drop if the insatiable Big Tech capex orgy ever slows down or rivals build GPUs able to compete with Nvidia. But, for now, if you’re an Nvidia employee working seven days a week with a bunch of stock waiting to vest over the next few years, those golden handcuffs are still looking pretty tight.

Go Deeper: Gaming was once Nvidia’s golden goose. Now it’s the most low-key $11 billion business you can imagine.

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Gold Tesla Cybercabs are piling up, but they’re not picking up passengers yet

Low-volume production started in April. Now people are noticing them more and more in the wild.

Rani Molla6/15/26
tech
Jon Keegan

Anthropic pulls Fable and Mythos access worldwide after Trump administration bars their use by foreign nationals

Only days after releasing two versions of its next-gen AI model, Anthropic has disabled them for users worldwide.

Anthropic says it received a Friday night order from the Trump administration to suspend access to the models for any foreign national (anywhere in the world) — a group that included some Anthropic employees. In response, the company turned off access to everyone.

Last week, the company released to the public its much-anticipated Claude Fable 5 model (and its restricted version Claude Mythos 5, which is still being tested with trusted partners). Anthropic said in a blog post announcing the action that officials cited national security concerns with the new models, while offering few specific details.

The post said that the government gave the company “verbal evidence of a potential narrow, non-universal jailbreak” of the public Fable 5 model. A jailbreak is a means by which users can evade restrictions built into the code to unlock prohibited functionality. Anthropic downplayed the significance of the attack, and said other major models, such as OpenAI’s GPT-5.5, could also be affected by the technique described.

Fears of these first Mythos-class models being misused are running high, after Anthropic warned the cybersecurity world in May that the advanced cyber capabilities of Mythos have rapidly discovered thousands of vulnerabilities in ubiquitous software, leading to the decision to restrict the full version of the model to a close group of trusted partners for testing.

This morning, Axios reported that Anthropic technical staff have flown to Washington to meet with White House officials to resolve the issue.

The Wall Street Journal is reporting that the Trump administration’s decision to take action against Anthropic was prompted by discussions that Amazon CEO Andy Jassy had with officials, including Treasury Secretary Scott Bessent. According to the report, Amazon researchers said they had been able to evade some of Fable 5’s security restrictions using specific prompts. Amazon is a major investor in Anthropic.

Anthropic is currently suing the US government to fight the Pentagon’s blacklisting of the company on national security grounds.

Last week, the company released to the public its much-anticipated Claude Fable 5 model (and its restricted version Claude Mythos 5, which is still being tested with trusted partners). Anthropic said in a blog post announcing the action that officials cited national security concerns with the new models, while offering few specific details.

The post said that the government gave the company “verbal evidence of a potential narrow, non-universal jailbreak” of the public Fable 5 model. A jailbreak is a means by which users can evade restrictions built into the code to unlock prohibited functionality. Anthropic downplayed the significance of the attack, and said other major models, such as OpenAI’s GPT-5.5, could also be affected by the technique described.

Fears of these first Mythos-class models being misused are running high, after Anthropic warned the cybersecurity world in May that the advanced cyber capabilities of Mythos have rapidly discovered thousands of vulnerabilities in ubiquitous software, leading to the decision to restrict the full version of the model to a close group of trusted partners for testing.

This morning, Axios reported that Anthropic technical staff have flown to Washington to meet with White House officials to resolve the issue.

The Wall Street Journal is reporting that the Trump administration’s decision to take action against Anthropic was prompted by discussions that Amazon CEO Andy Jassy had with officials, including Treasury Secretary Scott Bessent. According to the report, Amazon researchers said they had been able to evade some of Fable 5’s security restrictions using specific prompts. Amazon is a major investor in Anthropic.

Anthropic is currently suing the US government to fight the Pentagon’s blacklisting of the company on national security grounds.

tech
Rani Molla

Tesla used skewed data in push for European FSD approval, Reuters finds

Tesla has used highly questionable safety stats in an effort to win over European regulators and rekindle sales in the region, according to a Reuters investigation.

Tesla reportedly pitched regulators in Sweden and the Netherlands with claims that its Full Self-Driving (FSD) tech is over 7x safer than human drivers. However, independent researchers told Reuters that the stats are misleading because Tesla compares airbag-deployment crashes involving FSD-equipped vehicles with much broader US crash statistics, while also benchmarking newer Teslas against the entire US vehicle fleet, which is significantly older on average.

Despite the flawed metrics, the Dutch regulator approved FSD in April, saying its decision was based on its own “tests, analyses and verifications,” and Tesla is now pushing for EU-wide clearance. A version of FSD is currently available in five European markets.

Despite the flawed metrics, the Dutch regulator approved FSD in April, saying its decision was based on its own “tests, analyses and verifications,” and Tesla is now pushing for EU-wide clearance. A version of FSD is currently available in five European markets.

tech
Rani Molla

Report: Microsoft weighs Xbox spin-off amid major overhaul

Microsoft is reportedly considering spinning out or restructuring its struggling Xbox unit, per The Information. While new Xbox CEO Asha Sharma, who took over in February, is preparing for layoffs, shes simultaneously planning to boost investment in its biggest franchises like “Halo,” “Fallout,” and “Minecraft.”

The latest potential shake-up comes as the gaming division battles major headwinds, following a massive 33% plunge in Q3 console sales and a recent move to slash Game Pass prices while removing new Call of Duty titles.

The latest potential shake-up comes as the gaming division battles major headwinds, following a massive 33% plunge in Q3 console sales and a recent move to slash Game Pass prices while removing new Call of Duty titles.

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