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Amazon Expands Nvidia Partnership With 2 Million More AI Chips

Amazon and Nvidia are significantly expanding their partnership, with Amazon planning to deploy another 2 million Nvidia GPUs across AWS data centres in 2027 and 2028 as demand for AI computing accelerates.

The additional chips include Nvidia’s Blackwell Ultra, Rubin and Rubin Ultra GPUs. Neither company disclosed financial terms, but the deal is likely worth tens of billions of dollars based on current GPU prices.

AI Demand Pushes AWS Expansion

Only five months ago, Amazon agreed to deploy more than 1 million Nvidia GPUs across AWS infrastructure starting in 2026. Since then, Nvidia said, demand has exceeded expectations, driven by startups, enterprises, AI labs and governments.

The companies are now expanding the relationship beyond GPUs. Nvidia’s networking technology, CPUs, data-processing software, open models and robotics platforms will also be integrated into AWS.

Amazon Continues Building Its Own Chips

The expansion comes as Amazon invests heavily in its own AI hardware. AWS has developed Trainium accelerators and Graviton CPUs to reduce its reliance on Nvidia, while Amazon has explored selling Trainium chips to other companies as an alternative for AI workloads.

Amazon’s custom-chip business has surpassed a $25 billion annualised revenue run rate, according to the company. Despite that growth, the latest Nvidia order shows that its hardware remains central to Amazon’s plans for expanding AI infrastructure.

Nvidia will also supply an unspecified number of Vera CPUs, with some integrated into Rubin systems and others operating independently. CEO Jensen Huang has described the Vera opportunity as a potential $200 billion total addressable market.

Partnership Expands Into Robotics And Enterprise AI

Amazon plans to use Nvidia’s physical AI stack across its warehouse robotics operations, including Omniverse for simulation, Cosmos for world models, Isaac for robotics development and Jetson hardware for edge AI.

For enterprise customers, AWS will offer Nvidia’s Nemotron family of open models through Amazon Bedrock and SageMaker, extending the partnership into managed AI services.

Nvidia Ramps Up Production

Nvidia’s expanded agreement with Amazon comes as the chipmaker continues to report strong demand for AI infrastructure. Second-quarter revenue reached $96.2 billion, while data-centre sales rose 117% year on year to $89 billion. Nvidia expects third-quarter revenue of $108 billion, with its next-generation Rubin products beginning to contribute.

Meanwhile, Nvidia has committed $279 billion to secure supply and manufacturing capacity for current and future data-cententre projects, up sharply from $119 billion in the previous quarter.

For investors, the key question is whether the rapid expansion of AI computing capacity will translate into equally strong and sustainable returns. Amazon’s latest commitment suggests that major technology companies are still willing to spend heavily to secure that capacity.

Dictionary.com Names ‘Maxxing’ Its Word Of The Year For 2026

Dictionary.com has named “maxxing” its Word of the Year for 2026, reflecting a growing online trend of optimising almost every aspect of life, from health and appearance to work and leisure.

The choice follows last year’s selection of “6-7”, a phrase popularised by younger internet users. Unlike that expression, “maxxing” has spread beyond niche online communities into everyday social media language.

From “Looksmaxxing” To Mainstream Usage

Derived from “maximising”, “maxxing” describes doing something to the fullest or optimising it as much as possible. According to Dictionary.com, its roots lie in phrases such as “maxing out” a credit card and gaming terminology.

During the 2010s, the term gained traction in manosphere and incel communities through “looksmaxxing”, referring to efforts to improve physical attractiveness through fitness, grooming and, in some cases, more extreme measures.

The word later became associated with controversial manosphere influencers, including livestreamer Braden Peters, known as Clavicular, who promotes an intense focus on male appearance.

A Broader Meaning

Younger social media users have since expanded “maxxing” beyond its original associations. Searches for the term surged in August as it became a label for everything from wellness routines to workplace habits. It is also used ironically to poke fun at the pressure to constantly improve.

“Maxxing is the linguistic manifestation of a culture increasingly preoccupied with getting the most out of everything,” said Steve Johnson, director of lexicography for Dictionary Media Group at IXL Learning.

Johnson noted that the term can signal enthusiasm for self-improvement, exaggerate it for humour or reject the idea of constant optimisation altogether. Examples include “proteinmaxxing” at breakfast, “tokenmaxxing” with AI tools at work and “cozymaxxing” on a Friday night.

The Many Forms Of “Maxxing”

The term has generated numerous variations. “Softmaxxing” refers to relatively modest appearance improvements, such as a new haircut, while “hardmaxxing” describes more extreme approaches, including severe dieting or cosmetic procedures. “Jestermaxxing” involves using humour to gain social acceptance or online attention, while “sleepmaxxing” focuses on improving sleep quality or duration.

These variations show how the language of optimisation has spread across personal identity, health, social status and leisure.

The Pressure To Do More

The popularity of “maxxing” also reflects a wider tension between self-improvement and the expectation to make every activity more productive. In the workplace, “tokenmaxxing” describes employees being encouraged to use AI tools as much as possible, turning technological adoption into another measure of performance.

The term captures a culture in which ordinary activities can become opportunities for measurable gains, even as some people use the language to question that pressure.

Other Words On The Shortlist

Other candidates for Dictionary.com’s 2026 Word of the Year included “affordability”, “data center”, “odyssey” and “unc”.

Interest in “odyssey” may have been boosted by Christopher Nolan’s film The Odyssey, while “unc”, short for “uncle”, is used by Gen Z and Gen Alpha to describe someone older who is perceived as out of touch or uncool.

“Maxxing” ultimately stands out for capturing a defining online impulse: to optimise everyday life, share the process and keep striving for more.

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