A walk-through of the process security researchers go through to find modern kernel exploits, and a discussion of potential ways to improve bug finding and categorization with AI. We present CVE-2022-29968, an original Linux kernel exploit we developed, and discuss the current challenges researchers face with respect to exploit categorization and automated discovery.