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Yesterday

2 stories

YesterdayInfrastructure

Research Infrastructure

Baseten’s New Inference Guide Separates Configuration Tradeoffs From True Efficiency Gains

The guide’s useful test for infrastructure teams is whether a change merely reallocates latency, throughput and cost—or reduces the work required to serve every token.

3 min

YesterdayInfrastructure

Research Infrastructure

Emerson Analysis Says AI Data Centers Need Batteries for 100-MW Load Swings

The immediate infrastructure challenge is increasingly response speed, not simply total megawatts: batteries can cushion abrupt computing demand, but only if they are sized and controlled alongside generation assets.

3 min

Last week

3 stories

Aug 27, 2026Infrastructure

Research Infrastructure

US Data Centers Could Use 1.125 Trillion Liters of Water by 2030, Straining Dry Regions

The key question is not a universal water cost per AI query. It is whether new computing capacity is added where heat, drought and fossil-powered electricity make each unit of demand more consequential.

2 min

Aug 25, 2026Infrastructure

Research Infrastructure

Oracle Puts Access Filters Before Agent Search—and Reranking Adds 2.2 Seconds

The proposed database-centered pipeline separates a correctness requirement from a relevance choice: access scope must constrain candidates first, while vector, lexical, fusion, and reranking stages still have to prove their value on each workload.

3 min

Aug 24, 2026Infrastructure

Research Infrastructure

UC San Diego Will Test $8.48M System to Make 2 MW of AI Compute Grid-Responsive

The planned project couples a direct-to-DC power path with software that can defer some computing work. Its practical value rests on whether both systems perform together under live research workloads.

3 min

August 2026

1 story

Aug 22, 2026Infrastructure

Research Infrastructure

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.

3 min