
Anthropic bought billions of dollars worth of natural gas turbines in a deal that could give it buyer's remorse.
AI's power demands have become so severe that Anthropic, an AI company that historically preferred renting computing infrastructure, is now spending $3.4 billion to purchase natural gas turbines capable of producing 1.7 gigawatts of electricity. The purchase represents a shift driven by constrained power markets, with backlogs for natural gas turbines extending into the early 2030s and long queues to connect to electrical grids. Other major AI companies including Google, Amazon, Microsoft, and Meta have similarly announced plans to build massive natural gas power plants for their data centers, contributing to increased demand for natural gas extraction and equipment. If this trend continues as planned, U.S. data centers alone could consume more natural gas than Germany and Japan combined by 2035, and price increases could expose these companies to significant financial risk.
Want to go deeper than the news? Explore live, cohort-based AI courses taught by practitioners.
Browse AI courses on Maven
Google has added two new systems to its eighth-generation TPU lineup. TPU 8i Max targets massive context windows and rack density. TPU 8tx targets secure, confidential inference. Google TPU 8i Max is a dual-chip package built from 2 TPU 8i chips. Both arrive alongside TPU 8t and TPU 8i, announced in April. TL;DR Size: TPU 8i Max = 2 TPU 8i chips in 1 package. TPU 8tx = TPU 8t silicon plus 5th Gen AMD EPYC hosts. Runs on: Google Cloud TPU systems. Performance: 8i Max doubles TPU 8
Also reported by Data Center Knowledge

Members of the action group Geef Tegengas put a banner on a crane during a protest. | Image: Getty Images Protesters have broken into a construction site of a new Microsoft data center in Amsterdam this morning. Members of the Geef Tegengas group helped organize the protest against the construction of three 85-meter data center towers in the outskirts of Amsterdam. Reuters reports that around 100 people made it into the construction site, with some scaling a crane to place a "fu
Also reported by Wired AI

Stargate Abilene has become the symbol of America’s AI buildout. It is a gigawatt-scale campus on the Texas plains built for OpenAI. China has campuses on a similar scale, though few people outside the country have had a look inside. In September, we visited one, and we found the speed, scale, ultra low cost, and deep vertical integration astonishing.During the trip, we toured Inner Mongolia, China’s fastest-growing AI datacenter region. It's the “West Texas” of China, bu

The deal highlights the challenges of developing massive AI data centers.

Huawei’s AI data center in Horinger, Inner Mongolia, uses Ascend chips and has an estimated AI computing capacity that is just 7% that of the world’s largest AI data center, SpaceX’s Colossus 2 in Tennessee.

In November 2025, we published a newsletter saying that Google is selling TPUs to external customers. Since then, we have been proven right over and over again with Oracle, OpenAI, Anthropic, and Meta all becoming customers of TPUs just as our Accelerator Model reported.Hardware demand is only half the story, as NVIDIA’s moat has historically been its software and large developer ecosystem. This is where TPU is also making headway, partnering with upstream maintainers across the entire ec