17 stories tagged ai infrastructure.
The AI compute cost gap is widening: 92 percent of enterprises lack mature cost tracking for AI infrastructure even as 45 percent plan to switch or add providers within a year, risking runaway spend.
New York enacted the first statewide data center moratorium, blocking new permits for facilities over 50 MW for up to a year. What changes for builders.
Apple AI price hike is a hardware margin test: memory costs are rising, but Apple's $29.6B profit makes the pass-through harder to defend.
IBM nanostack chip is a 0.7 nm research architecture that stacks transistors, doubling IBM’s 2021 density claim to nearly 100 billion.
High-NA EUV is ASML’s 8 nm lithography step for denser AI chips. Treat the $400M tool as a roadmap risk and cost signal.
45C liquid cooling lets Rubin racks reject heat with dry coolers, cutting on-site water use while shifting scrutiny to power and buildout.
45C liquid cooling lets Rubin servers use warmer coolant and near zero facility cooling water in favorable climates, changing AI site math.
RAM price shock forced Nothing to skip a 2026 CMF phone, showing AI memory demand now decides what budget hardware can ship.
Large-load interconnection is now a 60-day FERC test for grid operators, and AI builders should treat power flexibility as product infrastructure.
MLPerf Training 6.0 shows Blackwell leading all seven tests, but the useful signal is scale: 8,192 GPUs and MoE training pressure.
Flexible data centers let AI sites cut load for a few peak hours, with Duke finding 76 GW of headroom at 0.25% curtailment.
AgentPerf is a benchmark for concurrent AI agents. Its first results put NVIDIA GB300 NVL72 at up to 20x Hopper efficiency.
Amazon data centers used 2.5 billion gallons of water in 2025. Treat that disclosure as a roadmap risk for AI products.
Confidential inference lets Apple run AFM 3 Cloud Pro on NVIDIA GPUs in Google Cloud while keeping PCC privacy promises.
Seattle data center moratorium is a 365-day pause on new large facilities. Treat 369 MW as the warning label for AI roadmaps.
AI data center backlash is now a zoning risk: Shelbyville's $2B Prologis campus shows trust can bottleneck compute before power does.
Virtual power plants are flexible loads coordinated as capacity. Google’s 100 MW Voltus deal tests whether homes will flex for AI.