How Much RAM Do Gamers Need? 8GB vs. 16GB vs. 32GB vs. 64GB

As modern games push memory harder, choosing the right amount of RAM matters more than ever. With DRAM pricing in flux, we revisit the big question: ...
IEEE

A 22 nm Floating-Point ReRAM Compute-in-Memory Macro Using Residue-Shared ADC for AI Edge Device

Abstract: Artificial intelligence (AI) edge devices increasingly require the enhanced accuracy of floating-point (FP) multiply-and-accumulate (MAC) operations as well as nonvolatile on-chip memory to ...
IEEE

CXL–GPU: Pushing GPU Memory Boundaries with the Integration of CXL Technologies

Abstract: This work introduces a GPU storage expansion solution utilizing compute express link (CXL), featuring a novel GPU system design with multiple CXL root ports for integrating diverse storage ...
PC Magazine

Looking to Blaze the AI Trail? Get a PC With a Dedicated GeForce RTX 50 Series GPU

NVIDIA RTX AI PCs excel in graphics rendering, AI-accelerated tasks, and enhanced workflows for optimized productivity.
PC World

This Windows feature secretly eats up RAM and slows your PC over time

PCWorld reports that Windows’ Delivery Optimization feature, designed for update sharing between computers, can unexpectedly consume significant amounts of RAM over time. Reddit user testing confirmed ...
PCGamesN

Nvidia will reportedly slash GeForce RTX GPU production by up to 40% for some, and here's why and when it might happen

Nvidia is reportedly reducing the supply of its RTX 5070 Ti and RTX 5060 Ti 16GB GPUs to its add-in board (AIB) partners for the first half of 2026 in some regions. As a result of these GPU supply ...
Windows Report

Windows 11 Users Report High Memory Usage After Installing KB5072033

A new Windows 11 cumulative update, KB5072033, may cause unexpected performance issues for some users, and early reports point to unusually high memory usage in the background. According to user ...
GitHub

Hybrid GPU and CPU Pipeline for Training LLMs under Memory Pressure

SPipe is a LLM training framework that enables efficient utilization of multiple GPUs and CPUs for training under limited compute and memory resources. SPipe presents two key techniques for pipeline ...
PC Magazine

Nvidia Might Cut RTX 50 GPU Supply by Up to 40% in 2026 Due to Memory Shortages

The global memory crunch is reportedly squeezing Nvidia enough that it will reduce production of its RTX 50-series GPUs. As WCCFTech reports, citing the Chinese Board Channel forums, Nvidia could trim ...
pcguide

Nvidia GPU supply to be cut by up to 40% early next year, says rumor, amid memory shortages, 16GB GPUs hit first

Fresh claims online suggest that Nvidia is ready to adjust the capacity of its RTX 50 series graphics cards. The RTX 50 series first became available early this year, and after some turmoil following ...
GitHub

AshadowZ/sam-3d-low-vram

SAM 3D Objects is a foundation model that reconstructs full 3D shape geometry, texture, and layout from a single image, excelling in real-world scenarios with occlusion and clutter by using ...