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GitLab Raises Outlook as Flex Draws $20 Million in Early Commit...Fervo Targets October Start for Potential First U.S. Commercial...HyperVault Targets $7.4 Billion for a 1-Gigawatt AI Campus in H...More Than $45 Million in Data-Center Ads Pushes AI Infrastructu...Artificial Analysis Clarifies Astra’s 67-Point Coding Score Is...Anthropic’s Claude Built a 13-Million-Line Fermat Proof, Leavin...GitLab Raises Outlook as Flex Draws $20 Million in Early Commit...Fervo Targets October Start for Potential First U.S. Commercial...HyperVault Targets $7.4 Billion for a 1-Gigawatt AI Campus in H...More Than $45 Million in Data-Center Ads Pushes AI Infrastructu...Artificial Analysis Clarifies Astra’s 67-Point Coding Score Is...Anthropic’s Claude Built a 13-Million-Line Fermat Proof, Leavin...

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Showing 127-144 of 179Results matching "data centers"

Last week

2 stories
Government actionInfrastructure

Trump Urges Cities to Welcome AI Data Centers as State Backlash Builds

Trump is urging local leaders to compete for computing campuses on the promise of jobs and tax revenue. The dispute centers on whether those benefits outweigh concerns over electricity, water, environmental effects and coordination with local governments. Trump’s case: jobs, taxes and power Trump also claimed that the United States was leading China in AI by a wide margin.

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August 2026

16 stories
BenchmarkTools

InferenceX Adds 11 Telemetry Views to AgentX, Exposing What Benchmark Curves Hide

The new exploration layer makes cache setup, bursty subagents and queue behavior inspectable, but its best-curve design means readers must still examine each point’s underlying configuration before treating a curve as a like-for-like comparison. A throughput curve can make two inference systems look nearly identical. The distinction reflects the workload AgentX is designed to measure.

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LaunchInfrastructure

China’s $226M Underwater Data Center Is Running. The Ocean Still Has to Prove It Can Scale

Commercial and planned projects are testing whether seawater and offshore power can ease land and freshwater constraints without shifting AI infrastructure’s environmental and operating burdens into the ocean. The ocean offers data-center builders a simple proposition: use seawater instead of scarce freshwater and let offshore conditions help cool AI hardware. The evidence so far is more complicated.

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FundingInfrastructure

AI Data-Center Debt Moves Off Balance Sheets as Spending Could Reach $5.3T

Special-purpose entities can keep much of a project’s construction debt outside a technology customer’s financial statements, while disclosures, physical assets and demand remain central to the case for the buildout. Off-balance-sheet financing can make AI data-center borrowing less visible on a technology customer’s books without making the underlying project disappear. No.

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Government actionInfrastructure

Pennsylvania Makes AI Data Centers Bring Their Own Power—and Win Local Approval

Josh Shapiro’s order does not reject data-center investment outright. It makes the builder’s power plan and local support central tests as states confront the costs of AI infrastructure. Pennsylvania is placing a new set of conditions on data-center development, putting electricity supply, local consent and community impacts at the center of a sector being pushed to build quickly for AI demand.

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ResearchInfrastructure

UBS Sees $4.1 Trillion AI Infrastructure Buildout Through 2028

The forecast suggests the AI race is becoming a long-duration infrastructure commitment, not a short server cycle. The financial test is whether demand, utilization and cash flow can catch up with the capacity now being planned. UBS projects hyperscaler capital expenditures will total about $4.1 trillion from 2026 through 2028, a spending wave that would put annual outlays at $1.619 trillion by the final year.

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PartnershipInfrastructure

Anthropic Plans Up to 2 GW of AMD AI Capacity. Nvidia Still Has the Lead.

The planned MI450 deployment gives AMD a major prospective customer for its new Helios rack. Converting that commitment into shipped, working systems and revenue is the test of whether AMD can narrow Nvidia’s infrastructure advantage. Anthropic has committed to use up to two gigawatts of AMD MI450-series GPU capacity in the Helios rack platform, with the first gigawatt scheduled to begin in 2027.

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Enterprise adoptionProducts

Panasonic Says Its Aircraft AI Cut Diagnostic Investigations From Hours to Minutes

The system detects and routes critical fleet issues automatically, but Panasonic’s performance figures come from targeted use cases and internal testing—not an independent fleet-wide evaluation. Panasonic Avionics has deployed an AI system that turns fleet monitoring into parallel fault investigations and incident routing. Amazon SageMaker uses LangGraph to orchestrate those investigations in parallel.

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