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2 posts in this category
GenAI
14 min read•2026-03-18
Why Your AI Images Look Pixelated — Quantization, Distillation & Inference
I spent 18 minutes generating an image that looked like a bad oil painting. Here's the exact threshold where quantization breaks down — and why distilled models can't use negative prompts.
GenAI
•2026-03-08
Running AI Image Generation Locally on Apple Silicon
I ran three AI image models locally on a Mac Mini M4 Pro. Real benchmarks, real failures, and a routing guide for when to use Klein, Dev, or Qwen.