NPU stuck at 0%? Most AI apps, including Ollama and LM Studio, skip the NPU. Here’s what actually uses it and how to check yours.
NPU stuck at 0%? Most AI apps, including Ollama and LM Studio, skip the NPU. Here’s what actually uses it and how to check yours.
Is 16GB RAM enough for machine learning in 2026? Yes for learning and classical ML, tight for big data, deep learning, and local LLMs.
AI image generation is slow on laptops from low VRAM, CPU fallback, laptop GPU limits, heat, and settings. Here’s how to find the cause and fix it.
More RAM only speeds up local AI if your model was spilling. Learn why bandwidth, dual-channel, and the GPU decide speed, and how to check.
ORICO launches the Obook 15 AI laptop in the US and Philippines, with Ryzen 7 6800H, up to 24GB memory, and a built-in AI assistant.
AMD’s Ryzen AI Halo offers up to 192GB unified memory for large local AI models. See what the developer desktop means for AI laptop buyers.
Local AI slows down over time from growing context, memory spill, heat, and power limits. Here’s how to find which one and fix it.
ASUS ProArt P14 and P16 RTX Spark laptops offer up to 128GB unified memory and a creator-focused ecosystem for local AI workflows.
AI tasks keep your CPU and GPU under sustained load, unlike normal use. Here’s why that heats up your laptop and whether it’s actually harmful.