AI agents in Security

3 real deployments, each with sources, reported outcomes, and caveats.

SecurityGoogle DeepMind

72 security fixes upstreamed to open-source projects in six months, including projects as large as 4.5 million lines of code.

SecurityXBOW

#1 on the HackerOne US leaderboard, with 1,000+ reports in a few months and 130+ confirmed and fixed by program owners.

Press reportXBOW

SecurityGoogle (Project Zero & DeepMind)

Found a previously unknown, exploitable memory-safety bug in SQLite; developers patched it the same day, before any release.