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NewsTopic · Xeal边缘GPU网络1 min read·2026-10-07

EV Firm Plans 100k Nvidia GPU Edge Network

Xeal aims to deploy 100,000 Nvidia GPUs in roadside pods using idle EV charging capacity, with the first unit online by year-end.

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2026-10-06 20:45 GMT+8

EV charging company Xeal announced plans to deploy 100,000 Nvidia GPUs across its US network to create the "world's first edge inference compute network using idle EV charging capacity."

The firm claims its 1,600+ sites have 200MW of permitted power but typically operate at less than 10% capacity. Its Latient Pods contain up to 48 Hopper or Blackwell Ultra GPUs each, valued at roughly $2 million, requiring no water cooling and operating quietly.

CEO Nikhil Bharadwaj states this bypasses grid interconnect delays for new data centers. However, Tom's Hardware highlights significant theft risks for high-value equipment at public sites, citing prior cable thefts. The first pod is scheduled to go online by the end of the year.

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报道出处
tomshardware.com
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Topic

Xeal边缘GPU网络

电动车充电公司Xeal于2026年9月18日宣布推出Laitent,计划利用其在美国1600多个充电站点闲置的电力容量,部署超过10万块英伟达GPU以构建“全球首个边缘推理计算网络”。该方案旨在通过复用已获许可但利用率不足10%的电网基础设…

2 steps2 piecesUpdated 2026-10-08 13:16

How it got here

  1. 2026-09-18Xeal正式宣布启动Laitent项目,计划利用200MW闲置电力在1600+站点部署10万块NVIDIA GPU,并与Rafay Systems等建立合作。
  2. 2026-10-06Tom's Hardware报道指出,每个Laitent Pod含48块高端GPU,价值约200万美元以上,引发对路边设施防盗安全的担忧。

What is still unsettled

  • 高价值GPU在无人值守的路边充电站如何防范盗窃?
  • 动态功率编排软件能否在不影响EV充电体验的前提下稳定分配剩余90%电力?
  • 首个Pod(JVM Realty合作)年底上线后的实际延迟数据是否达到宣称的sub-20ms?

Also in this thread

  • Xeal Plans 100K GPU Edge Network2026-10-06
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