AI Is Changing Security Testing, but Not All Vulnerabilities Are Created Equal

AI is changing security testing, but not all vulnerabilities are created equal

Artificial intelligence is rapidly reshaping cybersecurity. Much of the conversation has focused on how large language models are helping developers write code, but a more significant shift may be occurring elsewhere: security testing. AI systems are becoming remarkably effective at identifying vulnerabilities, forcing organizations to rethink how they evaluate the security of both software and hardware products.The reason lies in the nature of …

The first domino of AI disruption: How frontier models are revolutionising software security

Jimmy White, Chief Technology Officer, AI Security, F5 The first domino has well and truly fallen. The advent of high-powered AI models that can rapidly find software vulnerabilities that have lain hidden – in some cases, for decades – effectively makes static code analysis the first significant problem to be solved by AI. The first-, second-, and even third-order effects of models such as Anthropic’s Claude Mythos Preview and ChatGPT 5.4-Cyber …

The AI Paradox: How It’s Widening — And Closing — The Cybersecurity Talent Gap

“`html The world of cybersecurity has always been a high-stakes game, but lately, it feels like the ante has been raised significantly. We’re not just talking about the usual cat-and-mouse between defenders and attackers; we’re now grappling with an entirely new player: artificial intelligence. And it’s creating a fascinating, almost bewildering paradox. On one hand, AI is fueling a demand for cybersecurity professionals unlike anything we’ve se…

How Frontier AI Is Changing the Economics of Cybersecurity

Over the past year, much of the discussion around frontier AI in cybersecurity has focused on one question: Can these models find vulnerabilities? Clearly, they can. But after running them at enterprise scale, I believe the more important question is different: Can organizations validate, prioritize, and remediate what the models find in a timely manner? […] The post How Frontier AI Is Changing the Economics of Cybersecurity appeared first on OO…