Magnitude vs Ollama: Hardware-Tuned Kernels Cut Inference Latency in Half

Battle-tested comparison of Magnitude's auto-tuning kernel approach against Ollama's static compilation for on-device LLM inference across M2, RTX 4090, and CPU.