A Chinese AI lab just built an AI that writes CUDA code better than torch.compile. 40% better than Claude Opus 4.5. on the hardest benchmark.

Paper: https://cuda-agent.github.io/ Abstract GPU kernel optimization is fundamental to modern deep learning but remains a specialized task requiring deep hardware expertise. Existing CUDA code generation approaches either rely on training-free refinement or fixed execution-feedback loops, which l