Can you actually run local AI image generation on a basic laptop with an Intel i3 processor and only 8GB of RAM? The short answer is yes. While standard Python frameworks like AUTOMATIC1111 or ComfyUI will run out of memory (OOM) on 8GB RAM setups, C++ inference engines like stable-diffusion.cpp let you generate clean images right on your CPU. Here is a practical, step-by-step walkthrough for setting up and optimizing Stable Diffusion on an Intel Core i3-1220P (10 cores: 2 P-cores + 8 E-cores) paired with 8GB RAM.