Copilot

The End of the GPU Tax I’ve spent years watching the AI hardware conversation circle the same drain. More VRAM. Bigger clusters. Faster interconnects. The implicit assumption baked into every serious LLM deployment is that you need specialized, expensive hardware just to run inference. Microsoft just kicked that assumption in the teeth. BitNet is an…

BitNet and the End of the GPU Requirement I’ve been watching quantization research for years. The pattern has always been the same: you shrink the model, you pay for it in accuracy. The tradeoff felt like physics. You want a model that fits in memory? Fine, but expect your benchmarks to slide. Running inference on…