Praetorian’s research, ‘FreeBSoD’, demonstrates how language models like Claude Code (Opus 4.6) can be leveraged to discover and exploit kernel bugs in FreeBSD. This work is part of building Constantine, an automated zero-day discovery engine. The initial findings highlight the potential of AI in vulnerability research, enabling rapid identification of complex kernel flaws.