AI finds plenty of security flaws, but almost none of them get exploited

AI finds plenty of security flaws, but almost none of them get exploited Thomas Joos Aug 2, 2026 VulnCheck counted how often the security flaws that AI turns up are ever used in an attack. For the first half of 2026, Patrick Garrity counts 1,061 vulnerabilities traced to AI-assisted discovery. Fourteen showed confirmed exploitation. That's 1.3%, roughly the same rate as vulnerabilities overall. Anthropic's Project Glasswing produced more than 23,000 findings, which led to 126 published entries and a single confirmed attack. Attacks are landing faster, though. Half of all flaws now see their first confirmed exploitation within 80 days of disclosure, down from 120 days the year before. About 200 were attacked within a month, even as the total number of reported vulnerabilities keeps climbing. Time from vulnerability disclosure to first confirmed exploit in the first half of 2026. About 23 percent were exploited on or before the day of disclosure, and the median dropped from 120 to 80 days. | Image: VulnCheck Website content management systems take the most hits, accounting for a third of all cases. Garrity flags AI products themselves as a growing attack surface, including model-building tools and agent interfaces. The sheer volume of findings, in other words, tells defenders very little about actual risk.AdDEC_D_Incontent-1Ad AI News Without the Hype – Curated by Humans Subscribe to THE DECODER for ad-free reading, a weekly AI newsletter, our exclusive "AI Radar" frontier report six times a year, full archive access, and access to our comment section. Subscribe now Source: VulnCheck Ask about this article… Search