The AI economy's infrastructure layer — hyperscale compute, Bitcoin miners pivoting to AI, decentralized physical infrastructure (DePIN), and the kilowatt economy powering AI.
The newest stories on AI compute, capex, and infrastructure.
For the first time ever, Anthropic's Claude holds 34.4% of enterprise AI spending vs OpenAI's 32.3%, per Ramp's May 2026 AI Index. Claude Code, a SpaceX compute deal, and sector dominance in finance and tech drove the historic crossover — and on-chain pre-IPO tokens are already pricing the fallout.
At Consensus Miami, PayPal's May Zabaneh and Google Cloud's Richard Widmann declared AI agents structurally locked out of banking — making PYUSD, AP2, and multi-party custody the inevitable default stack for machine-to-machine commerce.
Cloudflare cuts 1,100 jobs — 20% of its workforce — on the same day it posts record Q1 2026 revenue of $639.8M (+34% YoY), citing a 600% surge in internal AI use. It's the starkest proof yet that AI-era growth and mass white-collar displacement are now the same event.
Three data points from one week — IREN's $3.4B Nvidia deal, Hut 8's $9.8B lease, and Cloudflare's 1,100 layoffs despite record revenue — reveal a violent repricing underway: power beats software in the 2026 AI capex cycle.
IREN Limited signs a $3.4B, five-year managed GPU cloud contract with Nvidia — and hands Jensen Huang's firm a $2.1B equity option at $70/share. The former Bitcoin miner's total AI commitments now exceed $13B, cementing its identity as a frontier-AI infrastructure landlord, not a crypto shop.
Bitcoin miner Hut 8 has secured a $9.8 billion AI data center lease in Texas — expandable to $25 billion — sending shares up more than 30% in a single session. The deal signals a pivotal identity shift: from crypto miner to full-stack AI infrastructure operator at institutional scale.
Our top picks on the AI infrastructure economy.
Three data points from one week — IREN's $3.4B Nvidia deal, Hut 8's $9.8B lease, and Cloudflare's 1,100 layoffs despite record revenue — reveal a violent repricing underway: power beats software in the 2026 AI capex cycle.
Microsoft's six-year OpenAI exclusivity ended April 27. By April 28, OpenAI was on AWS — with a $138B total compute commitment. Inside the deal that rewrote AI's cloud map.
Bitcoin miners reborn as AI data center landlords — IREN, MARA, Hut 8.
Three data points from one week — IREN's $3.4B Nvidia deal, Hut 8's $9.8B lease, and Cloudflare's 1,100 layoffs despite record revenue — reveal a violent repricing underway: power beats software in the 2026 AI capex cycle.
IREN Limited signs a $3.4B, five-year managed GPU cloud contract with Nvidia — and hands Jensen Huang's firm a $2.1B equity option at $70/share. The former Bitcoin miner's total AI commitments now exceed $13B, cementing its identity as a frontier-AI infrastructure landlord, not a crypto shop.
Bitcoin miner Hut 8 has secured a $9.8 billion AI data center lease in Texas — expandable to $25 billion — sending shares up more than 30% in a single session. The deal signals a pivotal identity shift: from crypto miner to full-stack AI infrastructure operator at institutional scale.
MARA Holdings agreed to acquire Long Ridge Energy & Power from FTAI Infrastructure for $1.5 billion, adding a 505-MW Ohio gas plant, 1,600+ acres and a path to 1 gigawatt of HPC, AI and Bitcoin-mining capacity.
On April 22, Hive Digital raised $115M via convertible notes for GPUs, and Keel Infrastructure closed its Paraguay mining facility sale for $13M, funneling proceeds into HPC/AI pipeline build-out.
OpenAI, Anthropic, Google, Nvidia — the compute build-out for AGI.
For the first time ever, Anthropic's Claude holds 34.4% of enterprise AI spending vs OpenAI's 32.3%, per Ramp's May 2026 AI Index. Claude Code, a SpaceX compute deal, and sector dominance in finance and tech drove the historic crossover — and on-chain pre-IPO tokens are already pricing the fallout.
Cloudflare cuts 1,100 jobs — 20% of its workforce — on the same day it posts record Q1 2026 revenue of $639.8M (+34% YoY), citing a 600% surge in internal AI use. It's the starkest proof yet that AI-era growth and mass white-collar displacement are now the same event.
Sweden's Legora closed a $50 million Series D extension, bringing the round to $600 million at a $5.6 billion post-money valuation. Nvidia's NVentures, Atlassian, Adams Street and Insight all participated, and ARR has crossed $100 million.
Google Cloud crossed $20.03B in Q1 2026 revenue (+63% YoY) but Sundar Pichai openly conceded the segment is "compute constrained in the near-term." Backlog doubled to $462B; Gemini API throughput hit 16B tokens per minute — both signals that demand has structurally outrun supply.
Satya Nadella told TechCrunch he is "ready to exploit" the restructured OpenAI partnership — Microsoft no longer owes a revenue share, the license is non-exclusive, and Azure can price OpenAI's tech to enterprise without a markup. The competitive math just changed.
OpenAI's Stargate Project — a $500B compute build-out with SoftBank, Oracle and MGX — now has visible construction at all seven US sites and a pathway to over 9 GW of capacity by 2029. The same week, OpenAI released an Intelligence Age policy paper introducing the "Right to AI".
Where capital is flowing across the AI infrastructure stack.
IREN Limited signs a $3.4B, five-year managed GPU cloud contract with Nvidia — and hands Jensen Huang's firm a $2.1B equity option at $70/share. The former Bitcoin miner's total AI commitments now exceed $13B, cementing its identity as a frontier-AI infrastructure landlord, not a crypto shop.
Bitcoin miner Hut 8 has secured a $9.8 billion AI data center lease in Texas — expandable to $25 billion — sending shares up more than 30% in a single session. The deal signals a pivotal identity shift: from crypto miner to full-stack AI infrastructure operator at institutional scale.
SpaceX is reportedly weighing an investment of up to $119B in a vertically integrated semiconductor facility dubbed 'Terafab' in Texas — a move that would rank among the largest single chip-manufacturing bets in US history and signal Elon Musk's push toward full-stack AI hardware independence.
IREN Limited (NASDAQ: IREN) is acquiring Mirantis, the Kubernetes-native cloud infrastructure firm with 1,500+ enterprise customers and NVIDIA AI Cloud Ready ISV status, in a $625 million all-stock deal — completing its transformation from Bitcoin miner to full-stack AI cloud platform.
AI chip maker Cerebras filed to sell 28 million shares at $115–$125, targeting a $26.6B valuation and $3.5B raise on Nasdaq. OpenAI holds warrants for 33M+ shares via a $1B loan; Sam Altman, Greg Brockman, and Ilya Sutskever are listed as angel investors.
MARA Holdings agreed to acquire Long Ridge Energy & Power from FTAI Infrastructure for $1.5 billion, adding a 505-MW Ohio gas plant, 1,600+ acres and a path to 1 gigawatt of HPC, AI and Bitcoin-mining capacity.
Data center moratoriums, energy policy, and AI infrastructure regulation.
Cloudflare cuts 1,100 jobs — 20% of its workforce — on the same day it posts record Q1 2026 revenue of $639.8M (+34% YoY), citing a 600% surge in internal AI use. It's the starkest proof yet that AI-era growth and mass white-collar displacement are now the same event.
Sweden's Legora closed a $50 million Series D extension, bringing the round to $600 million at a $5.6 billion post-money valuation. Nvidia's NVentures, Atlassian, Adams Street and Insight all participated, and ARR has crossed $100 million.
Maine Governor Janet Mills vetoed L.D. 307, which would have set the first statewide data center moratorium through November 2027, citing the bill's lack of an exemption for a locally supported project in Jay.