August 18, 2026· ~8 min readRust GPU Offload: Portable, Safe, and Fast - Paper Analysis In August 2026, Manuel Drehwald (University of Toronto / LLNL), Marcelo Dominguez (Universidad Rey Juan Carlos), Kevin Sala (LLNL), Alan Aspuru-Guzik
August 4, 2026· ~8 min readServing Frontier MoE Models at Scale: FP8 KV Caches, INT4 Weights, and KV Cache Integrity Frontier mixture-of-experts models are wonderful to serve and very hard to fit into GPU memory. In August 2026, Cloudflare published the operating de
July 30, 2026· ~6 min readKernel Forge: An Agent Harness for LLM-Based CUDA Kernel Generation and Optimisation > **Teaser:** A July 2026 paper introduces Kernel Forge — an agent harness that generates CUDA kernels from natural language descriptions, then itera
April 13, 2026· ~7 min readvLLM vs SGLang: Choosing an LLM Inference Framework in 2026 Serving large language models at production scale boils down to one problem: getting the most tokens out of your GPU per second, per dollar. Two open