» Tag
cuda
3 posts«August 2026
New Verifier Exposes Hidden Bugs in LLM-Generated GPU Kernels
A 12-gate contract verifier finds that 39.5% of LLM-generated GPU kernels are broken despite passing standard correctness benchmarks.
CAKE: Compiler-Agent Co-Design Lets AI Write Faster GPU Kernels
CAKE pairs AI coding agents with a hardware-explicit compiler IR, beating tuned GPU kernel baselines on B200 with verifiable, evolving toolchains.
The Cost of Irregularity: CUDA C++, Rust, and Triton
A comparison of CUDA C++, Rust, and Triton in GPU programming. Performance differences in irregular workloads are analyzed.
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