Automated GPU-kernel development would greatly benefit researchers because systems such as Mamba need kernels for meaningful use, and the Mamba paper was released with kernels.

“millions of problems if you could do this with gpu code like you could scale and automate kind of gpu kernel development which for researchers is a huge deal because i think one of the bigger bottlenecks like if you look like mamba for example like they released the paper with kernels because otherwise like you can't really use it in any meaningful way you know and not everyone has like a tree dow on their team so we're very interested in this uh kernel bench kind of spawned from that too”