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AI Infrastructure Broke Traditional Capacity Planning
Effective AI capacity planning requires moving beyond traditional playbooks designed for uniform workloads. The core challenges in...
The Great Pivot in Mining: Inside the Miner-to-GPU Migration
The same substations. The same cooling corridors. The same industrial shell, built to turn cheap power into compute. But inside a...
How GPU Shortages Are Fueling Large Capacity Deals in the AI Cloud Market
As AI models become more sophisticated and computationally intensive, questions linger as to whether global power grids can sustai...
Undervolting Is Not Enough: Why Your Laptop Still Throttles During AI Workloads
While undervolting effectively cools the GPU core, it often fails to prevent VRAM from overheating and triggering aggressive therm...
Fighting VRAM Overheating: 3 Unexpected Lessons from My First Windows Utility
My RTX 4080 laptop was thermal throttling during Stable Diffusion renders because the VRAM Memory Junction hit 105°C. Standard und...
AlphaTON Capital Closes $46M AI Infrastructure Expansion to Address Demands for...
AlphaTON Capital Corp. has signed and closed a strategic $46 million AI compute infrastructure deal. The deal will add 576 NVIDIA...
The AI-Energy Nexus: How Energy Availability Will Define AI Competitive Advantag...
Energy availability, not compute, will define AI competitive advantage by 2028.
GPUs Trade Complexity for Massive Parallelism: What Every Machine Learning Engin...
The goal of this article is to show the fundamental differences between CPU threads and GPU threads. It will also show how GPUs de...
How Argentum AI Plans to Make GPU Access as Liquid as Capital Markets
Argentum AI launches human-trained marketplace AI for GPU trading. Could behavioral learning fix compute market inefficiency?
Ethereum’s Node Problem: Who Really Hosts Web3?
Ethereum may be the world’s most decentralized smart contract platform, but look beneath the surface and a different story emerges...
Gonka Launches: A Decentralized Network Redefining AI Compute
Gonka is a decentralized network for high-efficiency AI compute. It is designed to maximize the use of global GPU power for meanin...
NVIDIA RTX 6000 Blackwell Server Edition: Tests, Benchmarks & Comparison
The latest version of NVIDIA's Turing-powered RTX PRO 6000 is available for the first time in the U.S. HOSTKEY has tested the late...
