One in five security breaches now thought to be caused by AI-written code
- Vibe coding is widespread, but so are vulnerabilities in AI-generated code
- No one really knows who’s ultimately responsible for AI code
- AI and humans both have roles in development
New research has claimed more than two-thirds (69%) of organizations have found vulnerabilities in AI-generated code, even though 24% of production code is now written by AI globally.
The State of AI in Security & Development report from Aikido Security found despite companies pushing AI agendas to improve efficiency and boost output, security teams (53%), developers (45%) and mergers (42%) still get the blame when AI code goes wrong.
Aikido says this is creating confusion over the ownership of AI-caused vulnerabilities, which could ultimately make them harder to track down and remediate.
AI-generated code isn’t perfect
“Developers didn’t write the code, infosec didn’t get to review it and legal is unable to determine liability should something go wrong. It’s a real nightmare of risk,” Aikido CISO Mike Wilkes noted. “No one knows who’s accountable when AI-generated code causes a breach.”
In Europe, 20% of companies have had serious incidents, while their US counterparts have seen more than twice as many (43%), which Aikido puts down to two factors: the higher likelihood that US developers would bypass security controls (72% vs 61%), and Europe’s stricter compliance. Still, half (53%) of European companies admit to having near misses.
AI tools might not be the enemy, but having an overly complicated ecosystem could be. The report reveals how 90% of those using six to eight tools experienced incidents, compared to 64% of those using just one or two tools.
Remediation time also gets prolonged for those using more tools (3.3 days for 1-2 tools vs 7.8 days for 5+ tools).
Sign up to the TechRadar Pro newsletter to get all the top news, opinion, features and guidance your business needs to succeed!
The outlook is more positive, though. Most (96%) agree that AI will eventually write secure, reliable code in the next five years, with nearly as many (90%) believing AI will be able to handle penetration testing within 5.5 years.
Better still (for the workforce), only 21% think this will happen without human oversight, highlighting the importance of human workers in the development process.
Follow TechRadar on Google News and add us as a preferred source to get our expert news, reviews, and opinion in your feeds. Make sure to click the Follow button!
And of course you can also follow TechRadar on TikTok for news, reviews, unboxings in video form, and get regular updates from us on WhatsApp too.

The best antivirus for all budgets
Vibe coding is widespread, but so are vulnerabilities in AI-generated code No one really knows who’s ultimately responsible for AI code AI and humans both have roles in development New research has claimed more than two-thirds (69%) of organizations have found vulnerabilities in AI-generated code, even though 24% of production…
Recent Posts
- Cyberdecks used to look like little laptops, but now they’re getting more personal
- Canada Prime Minister Mark Carney announces questionable national AI strategy
- Kevin O’Leary agrees to downsize massive Utah data center
- This HP Omen 16 deal with RTX 5050 graphics is a steal for video editing — and I can’t find it cheaper anywhere else
- Amazon’s new plan for games: James Bond and AI Snoop Dogg
Archives
- June 2026
- May 2026
- April 2026
- March 2026
- February 2026
- January 2026
- December 2025
- November 2025
- October 2025
- September 2025
- August 2025
- July 2025
- June 2025
- May 2025
- April 2025
- March 2025
- February 2025
- January 2025
- December 2024
- November 2024
- October 2024
- September 2024
- August 2024
- July 2024
- June 2024
- May 2024
- April 2024
- March 2024
- February 2024
- January 2024
- December 2023
- November 2023
- October 2023
- September 2023
- August 2023
- July 2023
- June 2023