AI-generated code outperforms all existing manual remediation models”: Almost every company admits to shipping code they know is vulnerable.


  • A Checkmarx study found that 75% of organizations knowingly ship vulnerable code.
  • The operating time window is expected to be reduced to just one minute, raising urgent risks for some sectors.
  • Vibe Coded Apps, Created Entirely Through AI Chat, Worsen Exposure

Artificial intelligence (AI) has made it unaffordable for organizations to ship code they already know is vulnerable, but they appear to be doing it anyway, according to new research.

Security experts Checkmarx found that sending vulnerable code has become “standard operational behavior”, with 75% of organizations admitting that they often or sometimes deploy code that they already know is vulnerable.

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