Insights on GPU infrastructure, AI, and data centers.
KAIST researchers developed a federated learning method that enables hospitals and banks to train AI models without sharing personal information.¹ The approach uses synthetic data representing core
InfiniBand delivers 15% better performance but costs 2.3x more than Ethernet. Learn how Meta, OpenAI, and Google chose their $50M network architectures.
Tesla's Dojo supercomputer monitors 3,000 custom D1 chips generating 4.2 billion metrics per second, using machine learning models that predict hardware failures 72 hours before they occur with 94%
AMD MI350 delivers 288GB HBM3e, 8TB/s bandwidth. OpenAI takes 10% stake for 6GW of GPUs. How AMD challenges NVIDIA's 80-95% AI market share in enterprises.
NVIDIA's GB200 NVL72 rack consuming 2.4MW of power, IBM's quantum-classical hybrid systems requiring millikelvin cooling, and Microsoft's plans for underwater data centers accommodating 5MW loads
Harvey AI serves 97% of the Am Law 100 law firms using retrieval-augmented generation to ground legal research in actual case law rather than hallucinated citations.¹ Anthropic, OpenAI, and Google
OpenAI's GPT-4 training cluster experienced a catastrophic failure when 1,200 GPUs overheated simultaneously, destroying $15 million in hardware and delaying model release by three months. The root
Hugging Face storing 5 million model artifacts totaling 300TB, NVIDIA's NGC catalog serving 10 billion container pulls monthly, and enterprises discovering their ML model images exceeding 50GB each
Microsoft's $1.6B deal to restart Three Mile Island for AI signals the nuclear renaissance. SMRs promise 462MW at $0.04/kWh by 2029. Complete guide.
Mayo Clinic's AI platform processes 3.2 million medical images daily across 500 NVIDIA A100 GPUs while maintaining HIPAA compliance through end-to-end encryption, audit logging every data access, and
Meta discovered $147 million in "zombie GPUs"—hardware that was purchased, deployed, but sitting completely idle in racks across three data centers, consuming power and space while generating zero
The DPU SmartNIC market reached $1.11 billion in 2024 and will grow to $4.44 billion by 2034 at a 14.89% compound annual growth rate.¹ Close to 50% of cloud service providers now rely on DPUs for
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