AMD
ROCm vs CUDA for Local AI in 2026: The Software Gap Nobody Talks About
AMD GPUs have the bandwidth. They have the VRAM. They still lose by 2x on inference speed. Here's why, what actually works on ROCm 7.2, and whether RDNA 4 fixes anything.
Ollama Not Using GPU: Complete Fix Guide (2026)
Ollama running on CPU instead of GPU? Diagnose with ollama ps and nvidia-smi, then fix CUDA, ROCm, WSL2, VRAM limits, and the new Ollama Cloud confusion.
Fix ROCm Not Detecting Your AMD GPU (2026)
AMD GPU not detected in ROCm? Check supported GPUs, fix rocminfo errors, HSA_OVERRIDE hack for unsupported cards, and Ollama/llama.cpp ROCm build fixes.
GB10 Boxes Compared: vs Strix Halo, vs Used 3090 (2026)
DGX Spark went $3,999 → $4,699 in Feb. The GB10 field, Strix Halo as a Windows alternative, and when a used 3090 beats all of them on speed.
AMD vs NVIDIA for Local AI: Is ROCm Finally Ready?
ROCm 7.2 finally ships official RDNA4 support and one installer for Linux + Windows. The RX 7900 XTX (24GB) and new RX 9070 XT (16GB) are real options now. Honest mid-2026 benchmarks and the compatibility gaps that remain.