Alex (GMI Cloud)

Alex appears in E230｜1万亿收入预期背后：英伟达的巅峰与软肋 as the GPU-cloud and data-center operations guest associated in the episode with GMI Cloud. His segment shifts the discussion from chip roadmaps to deployment reality: land, power, modular construction, GPU procurement, firmware, hardware faults, scheduling, and SLA.

He distinguishes Neo Cloud providers from hyperscalers by emphasizing bare-metal efficiency, k8s cluster management, earlier access to new Nvidia GPUs, and productized model/kernel optimization. His point is that GPU cloud becomes valuable only after the provider can run clusters reliably enough for MaaS Infrastructure customers.

Connections

• GMI Cloud, Neo Cloud, and GPU Cloud Operations - company and operating model.
• Nvidia, GPU, and AI Infrastructure Full-Stack Moat - accelerator supply and reference architecture context.
• Data Center Power Bottleneck, AI Compute Continuity, and MaaS Infrastructure - deployment constraints he emphasizes.