Writing on GPU-kernel correctness from the team behind gpuemu.https://gpuemu.skelfresearch.com/https://gpuemu.skelfresearch.com/insights/what-silent-kernel-bugs-cost/https://gpuemu.skelfresearch.com/insights/what-silent-kernel-bugs-cost/A silently-wrong kernel doesn't crash — it runs at scale. Here's the real cost: GPU-hours billed for broken work, untraceable quality regressions, and months of green CI hiding the failure.Fri, 22 May 2026 00:00:00 GMThttps://gpuemu.skelfresearch.com/insights/the-correctness-illusion/https://gpuemu.skelfresearch.com/insights/the-correctness-illusion/Why a single torch.allclose check accepts silently-wrong CUDA/Triton kernels as correct — and what a measured 26-op corpus revealed when we replaced it with an operator-aware oracle.Wed, 20 May 2026 00:00:00 GMT