AI Infrastructure

Wall Street doesn’t sound alarms. Banks prefer “cautiously optimistic” and “we see tailwinds.” So when Morgan Stanley publishes a report essentially saying a massive AI breakthrough is coming in months and the world isn’t ready, pay attention. Then Reuters dropped Thursday’s bombshell: Meta is planning layoffs affecting 20% or more of its workforce — roughly 15,000 people — to offset staggering AI infrastructure costs. These aren’t separate stories. One is the prediction. The other is the proof. ...

NVIDIA just wrote another $2 billion check. This time it’s going to Nebius Group, a Dutch-headquartered AI cloud company that crawled out of the wreckage of Russia’s Yandex. Nebius stock popped 16% on the news. And somewhere, a critic muttered something about circular investments. They’re not wrong. But the story is more interesting than that. What Is Nebius? Nebius isn’t your typical cloud startup. After Yandex split its international operations amid geopolitical fallout, Nebius rebranded, relocated to Amsterdam, and went all-in on AI-specific cloud infrastructure. No general-purpose computing. No email hosting. Every server optimized for one thing: running AI workloads. ...

When Mira Murati quietly left OpenAI in late 2024, the AI world held its breath. Now we know what she’s been building — and Nvidia just wrote a very large check to prove it matters. On Tuesday, Nvidia and Thinking Machines Lab announced a multiyear strategic partnership: a “significant investment” from Nvidia plus a commitment to deploy at least one gigawatt of next-gen Vera Rubin systems starting early 2027. Industry estimates peg the infrastructure cost at roughly $50 billion. ...

Everyone’s talking about the latest AI models. The chatbots. The agents. The demos that make your jaw drop. But here’s the thing nobody at your dinner party is discussing: none of it works without an absurd amount of GPU compute, and a scrappy UK startup just raised the largest single equity round in European history to make sure that compute exists. On Monday, Nscale announced a $2 billion Series C at a $14.6 billion valuation — more than doubling its Series B from just six months ago. The round was led by Norway’s Aker ASA and 8090 Industries, with participation from Nvidia, Dell, Citadel, Jane Street, Lenovo, Nokia, and Point72. ...

Seven of the most powerful tech companies on Earth walked into the White House on March 4th and signed a piece of paper promising your electricity bill won’t go up because of AI. If that sounds too neat, you’re paying attention. What They Actually Signed Amazon, Google, Meta, Microsoft, OpenAI, Oracle, and xAI committed to “build, bring, or buy” all the power their data centers consume. They’ll cover grid infrastructure upgrades, negotiate separate rate structures with utilities, and pay for electricity whether they use it or not. ...

The AI chip wars just escalated from skirmish to full-blown conflict. Meta and AMD announced a multiyear deal worth over $100 billion — six gigawatts of AMD computing power, plus warrants giving Meta up to 160 million AMD shares at a penny each. That’s roughly 10% of the entire company. Read that again. The company that owns Facebook, Instagram, and WhatsApp could soon own a tenth of its chip supplier. This isn’t a procurement contract. It’s a hostile restructuring of the AI hardware economy. ...

If you needed proof the AI infrastructure arms race isn’t slowing down, Nvidia and Meta just handed it to you on a silver platter worth tens of billions of dollars. The two companies announced a multiyear, multigenerational partnership that will put millions of Nvidia processors inside Meta’s data centers. Not just GPUs — standalone CPUs, next-gen hardware, networking, and confidential computing for WhatsApp. This isn’t a purchase order. It’s a strategic alignment that reshapes who controls AI’s physical backbone. ...