Ai

Export Controls Created the Efficiency They Feared Most A machine learning engineer in Jakarta downloads Qwen 3.5 — Alibaba’s open-source AI model — onto a MacBook. No license application. No US approval. No cloud subscription. The model runs locally, scores 81.7% on graduate-level reasoning benchmarks, and costs her nothing. She is a downstream beneficiary of the very efficiency gains that US export controls inadvertently accelerated — and her access was never the scenario policymakers modeled. ...

Huawei built the processor. Henan can’t plug it in. A datacenter site manager outside Zhengzhou would have the chips—if the scenario unfolding across China’s AI infrastructure follows its current trajectory. Huawei’s Ascend 910C processors are in production, though recent TechInsights teardown analysis reveals the Ascend 910C still contains CPU dies from TSMC dating to 2020, complicating claims of fully domestic fabrication. What facilities like hers don’t have is 400 megawatts of grid interconnection. The substation upgrade that would connect her facility to Henan’s provincial grid is, by the most optimistic internal estimate, thirty months away. The servers sit in a powered-down hall. The constraint she was told to worry about—semiconductors—resolved. The one nobody planned for is the one that binds. ...

2,600 gigawatts are waiting. The transformers aren’t coming. A facilities engineer at a mid-tier cloud provider in central Texas has spent eleven months waiting for a grid interconnection agreement on a 150-megawatt data center expansion. The substation is visible from the parking lot. The fiber is lit. The servers are purchased. But the building sits half-empty because the local utility cannot schedule the transformer upgrade that would let the facility draw its full load. ...

The Gas That Thinks Consider a hypothetical procurement manager at a semiconductor equipment supplier in Chandler, Arizona — call her Kim Raff. In January, her quarterly helium allocation from Air Liquide reportedly covered 94% of what the company’s lithography cooling systems required. By the second week of March, the allocation letter arrived at 63%. No explanation beyond “force majeure adjustments.” She now spends her mornings calling gas brokers she’d never heard of six months ago, trying to secure spot-market helium at prices that have roughly tripled since December. The afternoon is worse: she sits in triage meetings where engineers decide which tool sets get helium and which go idle. Her calendar has become a rationing ledger. ...