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Infrastructure

Data centers, power grids and the physical build-out behind AI.

Illustration for the DeepSeek gigawatt data center story
infrastructure

DeepSeek is building a gigawatt of compute in Inner Mongolia, Bloomberg reports

Bloomberg reported on July 30, 2026 that Hangzhou-based DeepSeek is adding one gigawatt of compute in Ulanqab, Inner Mongolia, about 350 kilometers northwest of Beijing, building its own campus while leasing extra capacity, with part expected online by end of 2027 or start of 2028. The chips are undecided: Nvidia, Huawei, DeepSeek's own future silicon, or a mix. It would be the largest AI facility any Chinese company operates.

Illustration for the Musk power warning story
infrastructurechips

Musk's Davos warning that AI will run out of electricity is aging into consensus

Speaking at the World Economic Forum on January 22, 2026, Elon Musk said electrical power is fundamentally the limiting factor for AI deployment, warning that with US generating capacity growing only 3 to 4 percent a year, the industry could soon produce more chips than it can turn on. Months later, data-center power deals and grid bottlenecks dominate the AI infrastructure conversation.

Illustration for the SpaceX orbital data centers story
infrastructure

SpaceX is recruiting engineers to build AI supercomputer clusters in orbit

On August 1, 2026, Elon Musk posted that SpaceX is recruiting engineering and skilled trades talent to build and operate 'the most powerful AI supercomputer clusters on & off Earth', with applications sent to [email protected]. The case for orbital data centers is near-continuous solar power in sun-synchronous orbit; the hard part is cooling, since radiators shed only about 600 watts per square meter.

Illustration for the EU AI gigafactories story
infrastructurepolicy

Europe opens its call for seven AI gigafactories worth 30 billion euro

On July 30, 2026, the European Commission officially opened the call for up to seven AI gigafactories, combining advanced chips, cloud and data centers to train next-generation AI. Roughly 10 billion euro of public funding is designed to unlock about 20 billion euro in private investment; bids close November 12, winners are expected in early 2027, and sites should be operational around mid-2028. 76 consortia across 10 countries have signaled preliminary interest.

Illustration for the Nscale Anyscale acquisition story
moneyinfrastructure

Nscale agrees to buy Anyscale, maker of Ray, in a reported $1.65 billion deal

On July 30, 2026, UK-based, Nvidia-backed AI cloud Nscale agreed to acquire Anyscale, the company behind Ray, the open-source framework much of the AI industry uses to scale training and inference across GPUs. Bloomberg puts the deal at about $1.65 billion, citing a source familiar with the matter; the companies did not disclose a price. Closing is expected in the second half of 2026, and Ray stays open source.

Illustration for the AI capex earnings verdict story
moneyinfrastructure

Microsoft and Meta earnings deliver Wall Street's verdict on AI capex

On July 29, 2026, Microsoft reported $90.0B in quarterly revenue, up 18%, with Azure growing 43% and topping $100B in annual revenue for the first time; shares jumped about 8% in extended trading. The same evening, Meta beat on revenue at $60.8B but missed on EPS ($6.18 vs $7.14 expected) and raised its 2026 AI capex floor to $135-145B; shares fell almost 8% after hours.

Illustration for the MCP stateless rewrite story
open sourceinfrastructure

MCP goes stateless in the biggest rewrite since the protocol launched

On July 28, 2026, the Agentic AI Foundation released the MCP 2026-07-28 specification, the largest revision of the Model Context Protocol since launch. MCP moves from a stateful, bidirectional protocol to a stateless request/response core so servers can run on serverless and edge infrastructure, with Apps and Tasks shipping under a new versioned extensions framework. MCP recently passed 400 million monthly SDK downloads, about 4x growth this year, and Anthropic says the new spec is coming to Claude.

Illustration for the Meta and BlackRock El Paso data center story
infrastructuremoney

Meta and BlackRock form a $14 billion venture for an El Paso AI data center

On July 28, 2026, Meta and BlackRock announced a joint venture to develop a $14 billion, 1 gigawatt AI data center campus in El Paso, Texas. Funds managed by BlackRock own 80% of the venture while Meta keeps 20%, contributes land and partially built assets worth about $2.3 billion, and stays the sole tenant leasing the entire campus back. BlackRock puts in roughly $4.9 billion in cash plus $12.5 billion raised as debt, with first capacity online in 2028.

Illustration for the AMD Cerebras partnership story
chipsinfrastructure

AMD and Cerebras split AI inference in two with a disaggregated stack

On July 27, 2026, AMD and Cerebras announced a partnership pairing AMD's Helios rack-scale systems with the Cerebras Wafer-Scale Engine in one disaggregated inference stack: Helios handles prompt processing and long context, Cerebras takes over memory-bandwidth-heavy token generation. The combo promises up to 5x more energy efficiency, and AMD claims Helios delivers up to 30% more inference tokens per dollar than Nvidia's Vera Rubin NVL72 rack. Availability comes through Cerebras Cloud in the second half of 2026.

Illustration for the Nvidia OpenAI financing story
infrastructuremoney

Nvidia in talks to backstop $250 billion for OpenAI's Ohio mega campus

The Wall Street Journal reported on July 26, 2026 that Nvidia is in talks to backstop roughly $250 billion in financing for OpenAI, letting it lease a 10-gigawatt campus that SoftBank's SB Energy is developing in Piketon, Ohio, with the first 800-megawatt phase expected in 2028. The companies are also discussing separate financing for up to $350 billion in OpenAI chip purchases, which could push the total project past $500 billion, the largest data center project announced to date. The talks are not finalized and could still fall through.

Illustration for the Big Tech hidden debt story
moneyinfrastructure

Big Tech's AI buildout hides $1.65 trillion in off-balance-sheet obligations

A Nikkei Asia investigation found that Alphabet, Microsoft, Amazon, Meta, and Oracle carry about $1.65 trillion in off-balance-sheet obligations from the AI buildout: data-center leases, GPU supply contracts, joint ventures, and special-purpose vehicles. That exceeds the $1.35 trillion of debt the five officially report and has grown roughly eightfold in four years. Moody's warns many leases are pre-operational, and Morgan Stanley puts industry-wide exposure near $1.8 trillion.

Illustration for the Stripe OpenRouter talks story
moneyinfrastructure

Stripe reportedly in talks to buy OpenRouter at a valuation near $10 billion

Per The Wall Street Journal and The Information (July 23-24, 2026), Stripe is in talks to acquire OpenRouter, the marketplace that gives more than 5 million developers one interface to hundreds of AI models. The deal would value OpenRouter near $10 billion, up from $1.3 billion in its May funding round, a 7.7x jump in two months. Talks could still fall apart, and OpenRouter reportedly held earlier conversations with Databricks.

Illustration for the Project Camellia data center story
infrastructure

OpenAI's Project Camellia brings a 3.2 gigawatt data center campus to Georgia

Announced July 22, 2026, OpenAI's Project Camellia is a four-building, 3.2 gigawatt data center campus in the Savannah Gateway Industrial Hub in Effingham County, Georgia, with at least $20 billion in private investment and over $30 billion at full build-out. Power arrives in phases between 2028 and 2032, and the local package includes closed-loop cooling, an $80 million community fund, and roughly 400 permanent jobs scaling toward 1,000.

Illustration for the Iran AWS claim story
infrastructure

Iran claims missile strike on AWS infrastructure in Bahrain, nothing confirmed

On July 21, 2026 Iran's Revolutionary Guard announced its Aerospace Force launched cruise missiles at Amazon's central data infrastructure in Bahrain and destroyed it, framing the strike as part of Operation Nasr 2 and retaliation for a US strike on a facility in Darkhovin a day earlier. The named target region, AWS ME-South-1, live since 2019, was Amazon's first cloud region in the Middle East. Amazon, the US and Bahrain have not confirmed anything, and no independent evidence of destruction has surfaced: this remains a claim, not a fact.

Illustration for the Musk $52 billion Nvidia denial story
infrastructuremoney

Musk calls reported $52 billion SpaceX order for Nvidia servers fake news

Taiwan's Economic Daily reported that Foxconn had landed a SpaceX order for about 13,000 racks of Nvidia GB300 AI servers, nearly one million GPUs, which outlets priced at roughly $52 billion based on an estimated $4 million per rack. On July 20, 2026 Elon Musk called the report "fake news" on X. The figure was always an estimate built on an assumed per-rack cost, and no official source ever confirmed the deal.

Illustration for the sovereign AI backlash story
moneyinfrastructure

Nadella joins Palantir in warning that AI labs absorb enterprise expertise

On July 16, 2026 Microsoft CEO Satya Nadella warned that companies using frontier AI models risk handing their expertise to the labs behind them, with entire industries potentially seeing their know-how absorbed into competing products. It followed Palantir CEO Alex Karp's CNBC comments calling frontier labs' token pricing insane and accusing them of "tokenmaxxing", plus a 9-point AI sovereignty manifesto and a Sovereign AI stack built with Nvidia for air-gapped, on-premise deployment of open models.

Illustration for the data center protests story
infrastructurepolicy

Data center backlash goes national with 142 protests across 42 US states

On July 18, 2026, opponents of the data center buildout staged 142 protests across 42 US states, the first coordinated nationwide action against AI infrastructure, organized by HumansFirst, with Texas leading at 18 events, Georgia at 11 and California at 8, per Reuters. Only about a third of Americans approve of the current pace of data center construction and just 14 percent would welcome one in their community, while Data Center Watch says local opposition has already blocked or delayed $64 billion worth of projects. Protesters demand transparency, water and power protections, union jobs and accountability rather than a stop to AI.

Illustration for the Gen Z electricians story
infrastructureculture

AI data center jobs are minting six-figure electricians under 30, says Mike Rowe

Mike Rowe, host of Dirty Jobs, says the electricians he met at a data center build in Plano, Texas were all under 30 and earning $240,000 to $280,000 a year with unlimited overtime and zero student debt (via Fortune, Yahoo Finance), though The Birmingham Group says most data center electricians earn closer to $150,000. The US needs an estimated 300,000 new electricians over the next decade on top of replacing about 200,000 retirees, and data center construction pay carries a roughly 32 percent premium. Rowe says his Plano electricians were each poached three times in 18 months.

Illustration for the Meta-Anthropic compute talks story
infrastructuremoney

Anthropic in talks to lease Meta's data centers in a deal worth up to $10 billion

Anthropic is in early talks with Meta to lease data center capacity in a deal that could reach $10 billion over two years, as first reported by The New York Times and confirmed by Reuters and CNBC. The talks began in June 2026 at Anthropic's initiative, payments would run monthly, and either side could exit early. Meta builds Llama, a direct Claude rival, and has no public cloud business, yet Mark Zuckerberg says companies approach Meta almost every week to buy access to its spare computing power. The talks are early and may still fall apart.

Illustration for the TSMC Arizona investment story
chipsinfrastructure

TSMC adds $100 billion in Arizona, lifting planned US investment to $265 billion

On July 16, 2026, the White House and the Commerce Department announced that TSMC will invest an incremental $100 billion in advanced chip manufacturing and packaging in Arizona, bringing its total planned US investment to a record $265 billion and its US footprint to 12 sites. The same day TSMC posted its fifth straight record quarter with net income of NT$706.56 billion, up 77% year over year. The $265 billion is planned rather than spent, with risk production targeted for 2027 and mass production in 2028.

Illustration for the Cloudflare Precursor story
productsinfrastructure

Cloudflare's Precursor replaces CAPTCHAs with continuous behavior checks

Bots now generate about 57% of all web requests, and Cloudflare's answer, launched July 13, 2026, is Precursor: a continuous behavioral validation engine that analyzes mouse movements, scrolling patterns and typing rhythm in real time at the edge for the entire session, instead of testing once. A bot cannot reset the session to escape a bad score. It deploys with one click and is initially free for Cloudflare customers.

Illustration for the New York data center moratorium story
infrastructurepolicy

New York imposes the first statewide moratorium on new AI data centers

On July 14, 2026, Governor Kathy Hochul signed an executive order imposing the first statewide US moratorium on new hyperscale data centers, covering any project drawing 50 megawatts or more, for up to one year. The freeze holds until New York finalizes a policy making AI companies help pay for the grid load they create, expected within the year. Already-approved projects will still be built.

Illustration for the xAI turbines story
infrastructurepolicy

xAI runs 59 gas turbines at Colossus 2 without federal clean-air permits

Reuters reported on July 14, 2026, based on correspondence between regulators and xAI representatives, that xAI installed 59 natural gas turbines for its Colossus 2 project in Tennessee without federal clean-air permits, about double the 27 unpermitted turbines acknowledged as of January. At least 57 of the 59 sit just across the state line in Mississippi. A Reuters analysis found 30 turbines alone could emit nearly 2,500 short tons of nitrogen oxide a year if run continuously, far beyond the 100-ton federal permitting threshold. xAI's position is that the permits are not required.

Illustration for the Blomfield joins Anthropic story
cultureinfrastructure

Monzo co-founder Tom Blomfield joins Anthropic's compute team

Tom Blomfield, who co-founded GoCardless and led British digital bank Monzo as CEO until 2020, is taking a leave of absence from Y Combinator to join Anthropic as a member of technical staff on the compute team, per Sifted and Finextra in July 2026. He will work alongside Anthropic co-founder and chief compute officer Tom Brown. He follows 2026 hires including Andrej Karpathy in May and Nobel laureate John Jumper in June.

Illustration for the Meta Iris chip story
chipsinfrastructure

Meta's custom Iris AI chip enters production at TSMC this September

Meta will start manufacturing its in-house AI accelerator codenamed Iris this September, per Reuters citing an internal memo from July 10, 2026. The chip was designed with Broadcom, will be fabricated by TSMC as part of the MTIA program, and testing wrapped in about six weeks with no major issues. Meta is targeting 7 gigawatts of compute capacity in 2026 and plans to double that to 14 gigawatts in 2027.

Illustration for the AI power grid story
infrastructure

AI data centers drive US power demand to record highs two years running

The US Energy Information Administration forecasts electricity demand will set records two years in a row: from 4,198 billion kilowatt-hours in 2025 to 4,256 billion in 2026 and 4,364 billion in 2027, with AI and crypto data centers named as a main driver. Commercial electricity sales are set to pass residential demand in 2026 for the first time ever, 1,550 vs 1,508 billion kWh. Goldman Sachs expects US data center power demand to more than double by 2027, from 31 to 66 gigawatts.

Illustration for the Samsung Yongin fab story
chipsinfrastructure

Samsung pulls its first Yongin megafab forward to 2029 on AI memory demand

Samsung Electronics confirmed on July 13, 2026 that it plans to begin operating its first Yongin chip fab in 2029, one to two years ahead of the original 2030-31 schedule, to keep up with surging AI memory demand. The compressed timeline requires site preparation in the second half of 2026 and construction in 2027. The plan surfaced the same day Korean chip stocks had their worst session in years, with SK Hynix down over 15%.

Illustration for the Amazon bond sale story
moneyinfrastructure

Amazon raises $25 billion in bonds to fund its AI infrastructure buildout

On July 7, 2026, Amazon launched a US bond sale of at least $25 billion across eight tranches with maturities from 3 to 40 years. Investor demand peaked at $62 billion before pricing tightened, with final orders near $41 billion, about 1.6 times the deal size. The proceeds fund data centers, chips and power, as combined AI spending by Amazon, Alphabet, Microsoft and Meta is expected to top $700 billion in 2026.

Illustration for the Anthropic TeraWulf lease story
infrastructuremoney

Anthropic signs $19 billion data center lease with bitcoin miner TeraWulf

On July 6, 2026, TeraWulf announced a 20-year lease with Anthropic for a 401-megawatt AI campus at its Justified Data site in Hawesville, Kentucky, locking in about $19 billion in contracted revenue. First capacity comes online in the second half of 2027, with full operation by early 2028. TeraWulf started as a bitcoin miner and bought the site, a former aluminum smelter, in February 2026 for $200 million.