Nvidia's groundbreaking VRAM solution only works best on its fastest GPUs
…resource cost as they always have. There's also another problem, which is that NTC runs on Tensor cores instead of CUDA cores. It will require a GPU's AI and high…
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How does one make flash storage behave like memory?
As the global markets find themselves in the middle of a memory crisis, the obvious solution to a memory shortage is, well, more DRAM. The problem is that DRAM is becoming increasingly expensive. Memory alone is expected to account for roughly 30% of hyperscaler data center expenditure this year, which marks a fourfold increase since 2023. At those prices, simply throwing more memory at growing AI workloads is becoming an increasingly difficult proposition for cloud providers trying to keep infrastructure costs under control. That's the demand side of the issue. The supply side, on the other h
AMD's new memory tiering tech may soon turn storage into RAM, but your PC won't see itMy RTX 5090 can't keep up with Apple Silicon on the biggest local LLMs, and I hate to admit it
…For the record, I'm not saying that you should go out and buy an Apple Silicon-based machine for local AI, nor am I saying that it's the only way…
A $15 fan controller did more for my PC than a new case ever could
Jasmine Mannan May 29, 2026, 7:00 AM EDT Jasmine is Software and PC Hardware Author at XDA with years of tech reporting experience ranging from AI chatbots right down to gaming…
AMD is giving older Radeon cards an unexpected upgrade, but it's a bigger deal than it appears
…The question worth asking, therefore, is whether AMD would have moved at all without that sustained pressure. Regardless, the context doesn't diminish what's already been confirmed. FSR 4.1 will…
AMD keeps following Nvidia's playbook, and it's setting back Radeon years of progress
…Team Red's complacence over the past few years has already costed both Radeon in market share and consumers in choice. The market is flooded with low-VRAM GPUs and AI features…
Claude is still the best agentic coding tool, but Anthropic's tightening grip is the best argument yet for going local
…the terms of your relationship with a cloud model can shift under you at any time, and the part of an AI stack you actually own is the part you can rely…
I turned off HAGS and gained back a gigabyte of VRAM with almost no FPS loss
…HAGS commits a part of your GPU's memory What isn't talked about enough, however, is the cost of hardware-accelerated GPU scheduling. When HAGS is enabled, the GPU reserves a…
I'm rebuilding my PC during the worst RAM crisis in years, and I won't make these 4 mistakes again
…The cost of correcting an oversight has gone up considerably, and the timeline for being able to correct it cheaply has stretched out indefinitely, which is a fact that anyone who's…
My local LLM and Claude are helping me make my dream game, one day at a time
…Free-text inputs + AI made players react naturally; local models let me iterate without cloud costs. If you've ever invested hours, days, or weeks into a video game or two, chances…
Please stop putting heatsinks on NVMe drives that never throttle
Jasmine Mannan Mar 25, 2026, 6:00 AM EDT Jasmine is Software and PC Hardware Author at XDA with years of tech reporting experience ranging from AI chatbots right down to gaming…