Amazon and Anthropic have significantly expanded their strategic partnership through a massive $100 billion infrastructure agreement and an additional $25 billion investment from Amazon. As part of this deal, Anthropic has committed to using AWS as its primary cloud provider for the next decade, specifically securing massive compute capacity on Amazon&#x27;s custom Trainium and Graviton chips. To facilitate these large-scale AI deployments, AWS is integrating NVIDIA NVLink Fusion technology to accelerate the performance and networking of its custom silicon. This collaboration aims to meet the surging demand for the Claude AI models while challenging established hardware leaders. Meanwhile, broader industry reports from JLL and Astera Labs highlight a global &quot;supercycle&quot; of data center investment and the rapid evolution of specialized smart fabric switches to support these advancing AI workloads.

Amazon, Anthropic and the city sized grid

Elon Musk Podcast

# Full Transcript

**Podcast:** Elon Musk Podcast

## Transcript

[SPEAKER_A] Amazon is investing up to $25 billion into Anthropic, and in a reciprocal move, Anthropic has committed to spending $100 billion exclusively on Amazon Web Services over a 10-year period.

[SPEAKER_B] Right. And it's wild because right now an energy grid capable of powering the entire city of Chicago is effectively being hijacked.

[SPEAKER_A] Hijacked for just one company.

[SPEAKER_B] Exactly. I mean, it isn't being used to light homes or run hospitals. It is being used by one single company just to power one single artificial intelligence model.

[SPEAKER_A] Wow.

[SPEAKER_B] Yeah. The volume of capital moving through this specific arrangement, it fundamentally rewrites our understanding of corporate investment.

[SPEAKER_A] Because it's a closed loop, right?

[SPEAKER_B] Right. We are looking at a closed financial loop that directly dictates the physical constraints of data centers across the globe. This money translates directly into the intricate silicon architecture moving data through fiber optics.

[SPEAKER_A] And entirely new software marketplaces too.

[SPEAKER_B] Exactly. Along with the systemic security threats that are currently catching the attention of global banking regulators.

[SPEAKER_A] So it really brings up the question, can the physical infrastructure of the world actually support this level of runaway computational demand?

[SPEAKER_B] That is the defining engineering challenge of our current era, hands down. Answering it really requires looking closely at What initiated this mega deal in the first place?

[SPEAKER_A] Well, the catalyst for this specific financial arrangement is Anthropic's annualized revenue run rate crossing $300 billion, which, I mean, let that sink in for a second.

[SPEAKER_B] It's an astronomical number.

[SPEAKER_A] It really is. And to understand a run rate, you just take the revenue from a specific short period, like a month or a quarter, and project it out over a full year, assuming that exact pace continues, of course.

[SPEAKER_B] Right.

[SPEAKER_A] Hitting $300 billion is a staggering figure for any corporate entity, but the velocity behind it is the the real story here. I mean, the number of enterprise customers spending over $1 million doubled in less than 2 months.

[SPEAKER_B] Yeah. And when a software provider experiences that kind of explosive adoption, it triggers an immediate infrastructure crisis.

[SPEAKER_A] Because they just don't have the hardware to support it.

[SPEAKER_B] Exactly. We saw consumer usage across their Free, Pro, and Max tiers spike so incredibly fast that it severely impacted reliability.

[SPEAKER_A] Oh, right. The outages.

[SPEAKER_B] Yeah. It caused highly disruptive outages for Claude users. And, you know, an outage in this context isn't just a server needing a quick reboot.

[SPEAKER_A] What does it actually look like behind the scenes?

[SPEAKER_B] We are talking about millions o...

Amazon, Anthropic and the city sized grid

Transcript

Built for investment professionals

Every day you wait, your competitors are finding
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Amazon, Anthropic and the city sized grid

Transcript

Built for investment professionals

Every day you wait, your competitors are findingedge in conversations you're not hearing.

Every day you wait, your competitors are finding
edge in conversations you're not hearing.