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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.

NERDs Replace FIRE As Young Workers Lose Confidence In Retirement

The FIRE movement promised younger workers a path to financial independence and early retirement. Now, a different group is emerging in the UK: NERDs, or the “Never Ever Retiring Demographic.”

Growing pessimism among Gen Z and millennials is driving the shift, with many questioning whether retirement will ever be financially achievable. Some are responding by reducing or abandoning pension contributions altogether.

Young Workers Are Losing Confidence In Retirement

Research from People’s Pension, a major UK workplace pension provider, found that 47% of Gen Z respondents aged 18 to 27 do not engage with their pension. Another 12%, equivalent to about 2.2 million young people, have stopped saving for retirement because they expect to work indefinitely.

Wider financial pressures are contributing to that outlook. High living costs have pushed milestones such as homeownership, marriage, having children and retirement further away for many younger workers, while inflation, layoffs and stagnant wages have added to uncertainty.

Pension Providers Face A Communication Gap

Financial pressure is only part of the problem. Young workers also say pension providers are failing to explain long-term saving in ways that feel relevant to them.

About 36% of respondents said providers do not explain retirement saving effectively. Among them, 27% said companies appear more focused on selling products than educating customers, while 16% cited complicated language and jargon.

A clear generational difference emerges in the responses. Some 29% of Gen Z respondents said providers fail to explain why pension saving matters, compared with 13% of Gen Xers and Baby Boomers. Similarly, 17% of Gen Z said providers do not use channels they engage with, versus 4% among older generations.

Clearer information could influence behavior. About 70% of Gen Z respondents said they would have started saving earlier if they had known that beginning in their 20s could potentially double their retirement pot compared with starting in their 30s. Another 63% said learning about tax relief and employer contributions motivated them to save.

“In a world where financial doom dominates pension conversations, young savers are tuning out,” said Kirsty Ross, proposition director at People’s Pension. “Our research shows they are not disengaged because they don’t care, they are disengaged because the messages aren’t working.”

Young Savers Want Simpler Tools

Progress bars and goal trackers were among the most popular tools respondents said could make pensions more relevant, cited by 31%. Another 26% wanted reassurance that they could start with small amounts, while 23% wanted examples of what people their age are doing.

Clear, bite-sized steps were cited by 22%, while 19% said light-hearted and relatable stories could make pensions more accessible.

People’s Pension has responded with Pension Drop, a campaign using social media influencers, live events and lifestyle personalities to encourage conversations about retirement saving.

“Looking back, I really wish I’d started earlier,” said Iain Stirling, comedian, TV presenter and Pension Drop ambassador. He said contributions made in someone’s 20s or 30s can make a significant difference later, while employer contributions and tax relief can increase the value of smaller payments.

Small Changes Can Improve Long-Term Saving

Stirling urged younger workers to check their pension provider, establish whether they have multiple pension pots and make sure they are contributing enough to receive the full employer match.

He also recommended increasing contributions after a pay rise or bonus, allowing workers to raise long-term savings without making a large immediate change to their spending.

For younger workers facing high living costs and uncertain career prospects, pension saving remains a difficult sell. Clearer information about employer contributions, tax relief and the long-term effect of starting early could help make retirement planning more tangible.

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