Shock horror — AI-generated security patches fall short of actually solving all the problems they were meant to fix
The results were underwhelming to say the least - of all the proposed patches, just a quarter (26%) fully resolved the issue.Latest Videos FromTechRadarWatch full video here: FLAWED work?This obviously leaves plenty to be desired, as half (49.3%) of the patches failed to fix at least one existing exploit path. A fifth (20.1%) fixed the original issue but changed application behavior, while 2.3% introduced new security issues. Funny enough, 2.2% failed to fix the vulnerability while also introducing additional exploit paths, as well.Even among the patches that might be considered (26% of clean ones and 20.1% of those that changed app behavior), more than a third were fragile and not entirely addressing the underlying problem.
- ▪The results were underwhelming to say the least - of all the proposed patches, just a quarter (26%) fully resolved the issue.Latest Videos FromTechRadarWatch full video here: FLAWED work?This obviously leaves plenty to be desired, as half (
- ▪A fifth (20.1%) fixed the original issue but changed application behavior, while 2.3% introduced new security issues.
- ▪Funny enough, 2.2% failed to fix the vulnerability while also introducing additional exploit paths, as well.Even among the patches that might be considered (26% of clean ones and 20.1% of those that changed app behavior), more than a third
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| Canonical URL | https://www.techradar.com/pro/security/shock-horror-ai-generated-security-patches-fall-short-of-actually-solving-all-the-problems-they-were-meant-to-fix |
| Publication time | Fri, 07 Aug 2026 18:10:00 +0000 |
| Retrieval time | 2026-08-07T18:15:42.778Z |
| Last seen | 2026-08-07T18:15:42.778Z |
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Pro Security Shock horror — AI-generated security patches fall short of actually solving all the problems they were meant to fix News By Sead Fadilpašić Published 7 August 2026 AI without oversight creates patches that rarely fix the issue entirely When you purchase through links on our site, we may earn an affiliate commission. Here’s how it works. (Image credit: Getty Images) Copy link Facebook X Whatsapp Reddit Pinterest Flipboard Threads Email Share this article 0 Join the conversation Follow us Add us as a preferred source on Google Newsletter Subscribe to our newsletter Researchers tested AI-generated patches on six CVEs with poor success ratesMany fixes failed, altered behavior, or introduced new vulnerabilitiesGuidance improved outcomes, leading to FLAWED evaluation harness…
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