Can You Prove a New CVE Is Exploitable Before Attackers Do? Learn How in This Webinar

A new CVE drops. Your scanner finds it. The severity score looks ugly. But that still does not answer the question that matters: Can it actually be exploited in your environment? Mythos-class AI is compressing the time between disclosure and working exploitation, while many security programs still validate risk on weekly or quarterly cycles. The dangerous gap is no longer just technical. It is

The article describes how new CVEs can be discovered and scored by scanners, but security teams struggle to quickly determine whether those vulnerabilities are actually exploitable in their own environments. It notes that 'Mythos-class' AI is accelerating the time from disclosure to working exploitation, while many organizations still validate risk on weekly or quarterly cycles. From a RealGround perspective, this highlights how advanced AI can shorten attacker exploitation windows, making continuous validation and red teaming of exposure critical. Organizations should adapt their vulnerability and exploitability assessment processes to account for AI-accelerated offensive capabilities and reduce the gap between disclosure and effective defensive response.