Evolving GPU kernels

I entered the AMD Developer Challenge - which required writing specific GPU kernels for AMD chips. However, I’m not a kernel wizard, so my idea was to use Gemini Pro to do the kernel writing. But, taking it further, I made the process into loop, where the system dynamically decides what experiments to run to make the best kernel.