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AI has fundamentally changed the tempo of cybersecurity. As frontier AI models become more capable, the tools adversaries use to attack infrastructure are the same tools we must use to defend it. For the past nine months, our engineering teams have been systematically scanning our codebase using advanced AI models. The insights they uncovered and the new operational muscle they built are extraordinary. In a recent blog, F5 Chief Product Officer, Kunal Anand, details what we learned along the way. He shares the reality of overcoming high false positive rates and the rigorous work required to build a system that gets more precise with every scan. I believe deeply that we must share these lessons. The only way we can secure the world's most critical environments is by raising the bar as a united defender community. Thank you, Kunal, for your transparency and leadership as we navigate this new frontier, together. https://go.f5.net/o3nmknq0