AI巨頭開始與美國財政部搶錢
Microsoft、Alphabet、Amazon、Meta與Oracle的AI資料中心資本支出快速上升，可能迫使它們透過公司債與結構化融資籌集資金。文章認為，AI債券供給正在擠壓美國國債需求，推高長期利率並對高估值AI公司的估值模型造成壓力。
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AI Data Centers Trigger BBU Cell Rush
Rising AI server power density is turning cabinet-level Battery Backup Units from an optional component into a required part of data-center power architecture. Global BBU cell shipments reportedly reached about 276 million units in the first half of 2026, intensifying shortages and competition among Asian battery suppliers.
Skanska Wins $1.2B US Data Centre Deal
Skanska has signed a $1.2 billion contract to build four data centres for an unnamed existing customer in the southeastern United States. The facilities will cover approximately 75,000 square metres, or 808,000 square feet.
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Stecon Targets $1.5 Billion Thailand Data Center Bids
Stecon Group Pcl plans to bid for three data-center construction projects valued at a combined 49.8 billion baht, or about $1.5 billion. The company expects Thailand’s accelerating technology investment to drive further growth.
Scaling Laws for Data-Constrained Mixture Training
Apple Machine Learning studies how to mix scarce target-domain data with abundant generic data during language-model pretraining. Across more than 2,000 training runs, the research examines the trade-off between insufficient target exposure, repeated examples, diminishing returns, and overfitting.
Automate End-to-End Document Intake
AWS demonstrates how a mid-size mortgage lender automates document intake from email through classification, extraction, validation, and final data processing. The workflow combines the AWS GAIIC IDP Accelerator with Amazon Quick Automate.
Silicon Data Brings Pricing to AI Compute
Silicon Data is a startup building tools to help Wall Street assign prices to AI compute. Its goal is to make compute costs easier to value and give firms ways to hedge against price changes as data center and GPU spending expands.
China Moves AI Data Centers West for Cheaper Power
Chinese technology companies are building large AI data center complexes in rural provinces to use surplus land and energy. Huawei and Tencent are reportedly developing infrastructure in Guizhou under China's “Eastern Data, Western Computing” strategy.
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Loudoun’s Data Center Model Cuts Taxes
Loudoun County, Virginia, has used more than 250 data centers to generate substantial local wealth and reduce property taxes. Its success is attracting attention from other jurisdictions despite growing national opposition to data center expansion.
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Google Secures $12.2B Marvell Share Option
Marvell Technology and Google expanded their chip-development partnership. The agreement includes a warrant allowing Google to purchase up to $12.2 billion worth of Marvell shares.