AnalysisCybersecurityJuly 30, 2026

Teaching AI to Find Real Vulnerabilities — David Brumley, Bugcrowd

Brumley argues models should learn to hack the way he trained people for two decades — a ladder of tasks climbing from triggering a crash to reading and writing arbitrary memory — grounded in his work founding picoCTF and recruiting Pwn2Own winners at Carnegie Mellon.

Featured · David Brumley

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