a recent wave of interest in bitwise equivalent execution had a lot of kernels this level get pumped out.

new attention mechanisms also often need new kernels to run at any reasonable rate

theres definitely a breed of frontend-only ML dev that dominates the space, but a lot novel exploration needs new kernels