FastKernels: Benchmarking GPU Kernel Generation in Production.

arXiv:2605.23215v2 Announce Type: replace-cross Abstract: LLM-based agents for GPU kernel generation are advancing rapidly, but the benchmarks they optimize against evaluate kernels in isolation, with synthetic inputs and weak baselines, rewarding sandbox spee